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@proceedings{DBLP:conf/iwai2/2023, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-47958-8}, doi = {10.1007/978-3-031-47958-8}, isbn = {978-3-031-47957-1}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/AlbarracinHTFRF23, author = {Mahault Albarracin and In{\^{e}}s Hip{\'{o}}lito and Safae Essafi Tremblay and Jason G. Fox and Gabriel Ren{\'{e}} and Karl J. Friston and Maxwell J. D. Ramstead}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Designing Explainable Artificial Intelligence with Active Inference: {A} Framework for Transparent Introspection and Decision-Making}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {123--144}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_9}, doi = {10.1007/978-3-031-47958-8\_9}, timestamp = {Thu, 18 Apr 2024 17:08:33 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/AlbarracinHTFRF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/CollisKB23, author = {Poppy Collis and Paul F. Kinghorn and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Understanding Tool Discovery and Tool Innovation Using Active Inference}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {43--58}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_4}, doi = {10.1007/978-3-031-47958-8\_4}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/CollisKB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/DemekasHK23, author = {Daphne Demekas and Conor Heins and Brennan Klein}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {An Analytical Model of Active Inference in the Iterated Prisoner's Dilemma}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {145--172}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_10}, doi = {10.1007/978-3-031-47958-8\_10}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/DemekasHK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/EsakiMMSYM23, author = {Kanako Esaki and Tadayuki Matsumura and Shunsuke Minusa and Yang Shao and Chihiro Yoshimura and Hiroyuki Mizuno}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Dynamical Perception-Action Loop Formation with Developmental Embodiment for Hierarchical Active Inference}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {14--28}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_2}, doi = {10.1007/978-3-031-47958-8\_2}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/EsakiMMSYM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Guenin-CarlutA23, author = {Avel Gu{\'{e}}nin{-}Carlut and Mahault Albarracin}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {On Embedded Normativity an Active Inference Account of Agency Beyond Flesh}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {91--105}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_7}, doi = {10.1007/978-3-031-47958-8\_7}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Guenin-CarlutA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/HerrmannKS23, author = {Vincent Herrmann and Louis Kirsch and J{\"{u}}rgen Schmidhuber}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Learning One Abstract Bit at a Time Through Self-invented Experiments Encoded as Neural Networks}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {254--274}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_16}, doi = {10.1007/978-3-031-47958-8\_16}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/HerrmannKS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KieferB23, author = {Alex B. Kiefer and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Relative Representations for Cognitive Graphs}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {218--236}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_14}, doi = {10.1007/978-3-031-47958-8\_14}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KieferB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Lefebvre23, author = {Tom Lefebvre}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Probabilistic Majorization of Partially Observable Markov Decision Processes}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {275--288}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_17}, doi = {10.1007/978-3-031-47958-8\_17}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Lefebvre23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/LemeireWCH23, author = {Jan Lemeire and Nick Wouters and Marco Van Cleemput and Aron Heirman}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Contextual Qualitative Deterministic Models for Self-learning Embodied Agents}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {3--13}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_1}, doi = {10.1007/978-3-031-47958-8\_1}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/LemeireWCH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/MaeleDVP23, author = {Toon Van de Maele and Bart Dhoedt and Tim Verbelen and Giovanni Pezzulo}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Integrating Cognitive Map Learning and Active Inference for Planning in Ambiguous Environments}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {204--217}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_13}, doi = {10.1007/978-3-031-47958-8\_13}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/MaeleDVP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/MeeraL23, author = {Ajith Anil Meera and Pablo Lanillos}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Towards Metacognitive Robot Decision Making for Tool Selection}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {31--42}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_3}, doi = {10.1007/978-3-031-47958-8\_3}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/MeeraL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/PitliyaM23, author = {Riddhi J. Pitliya and Robin A. Murphy}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {A Model of Agential Learning Using Active Inference}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {106--120}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_8}, doi = {10.1007/978-3-031-47958-8\_8}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/PitliyaM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/PriorelliS23, author = {Matteo Priorelli and Ivilin Peev Stoianov}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Efficient Motor Learning Through Action-Perception Cycles in Deep Kinematic Inference}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {59--70}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_5}, doi = {10.1007/978-3-031-47958-8\_5}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/PriorelliS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SafaVKOBCGC23, author = {Ali Safa and Tim Verbelen and Lars Keuninckx and Ilja Ocket and Andr{\'{e}} Bourdoux and Francky Catthoor and Georges G. E. Gielen and Gert Cauwenberghs}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Active Inference in Hebbian Learning Networks}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {239--253}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_15}, doi = {10.1007/978-3-031-47958-8\_15}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SafaVKOBCGC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SafronS23, author = {Adam Safron and Zahra Sheikhbahaee}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Towards Understanding Persons and Their Personalities with Cybernetic Big 5 Theory and the Free Energy Principle and Active Inference {(FEP-AI)} Framework}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {73--90}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_6}, doi = {10.1007/978-3-031-47958-8\_6}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SafronS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/VaronaBM23, author = {Miguel De Llanza Varona and Christopher L. Buckley and Beren Millidge}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Exploring Action-Centric Representations Through the Lens of Rate-Distortion Theory}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {189--203}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_12}, doi = {10.1007/978-3-031-47958-8\_12}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/VaronaBM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Vries23, author = {Bert de Vries}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen and Martijn Wisse}, title = {Toward Design of Synthetic Active Inference Agents by Mere Mortals}, booktitle = {Active Inference - 4th International Workshop, {IWAI} 2023, Ghent, Belgium, September 13-15, 2023, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1915}, pages = {173--185}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47958-8\_11}, doi = {10.1007/978-3-031-47958-8\_11}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Vries23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iwai2/2022, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-28719-0}, doi = {10.1007/978-3-031-28719-0}, isbn = {978-3-031-28718-3}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/AguileraPHB22, author = {Miguel Aguilera and {\'{A}}ngel Poc{-}L{\'{o}}pez and Conor Heins and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Knitting a Markov Blanket is Hard When You are Out-of-Equilibrium: Two Examples in Canonical Nonequilibrium Models}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {65--74}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_5}, doi = {10.1007/978-3-031-28719-0\_5}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/AguileraPHB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/AlbarracinPRY22, author = {Mahault Albarracin and Riddhi J. Pitliya and Maxwell J. D. Ramstead and Jeffrey Yoshimi}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Mapping Husserlian Phenomenology onto Active Inference}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {99--111}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_7}, doi = {10.1007/978-3-031-28719-0\_7}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/AlbarracinPRY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/BauermeisterL22, author = {Jonathan Bauermeister and Pablo Lanillos}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {The Role of Valence and Meta-awareness in Mirror Self-recognition Using Hierarchical Active Inference}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {112--129}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_8}, doi = {10.1007/978-3-031-28719-0\_8}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/BauermeisterL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/BergenL22, author = {Ruben S. van Bergen and Pablo Lanillos}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Object-Based Active Inference}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {50--64}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_4}, doi = {10.1007/978-3-031-28719-0\_4}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/BergenL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/BiehlV22, author = {Martin Biehl and Nathaniel Virgo}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Interpreting Systems as Solving POMDPs: {A} Step Towards a Formal Understanding of Agency}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {16--31}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_2}, doi = {10.1007/978-3-031-28719-0\_2}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwai2/BiehlV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/FerraroMMVD22, author = {Stefano Ferraro and Toon Van de Maele and Pietro Mazzaglia and Tim Verbelen and Bart Dhoedt}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Disentangling Shape and Pose for Object-Centric Deep Active Inference Models}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {32--49}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_3}, doi = {10.1007/978-3-031-28719-0\_3}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/FerraroMMVD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/HeinsKDAB22, author = {Conor Heins and Brennan Klein and Daphne Demekas and Miguel Aguilera and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Spin Glass Systems as Collective Active Inference}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {75--98}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_6}, doi = {10.1007/978-3-031-28719-0\_6}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/HeinsKDAB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/HubotterTGL22, author = {Justus F. H{\"{u}}botter and Serge Thill and Marcel van Gerven and Pablo Lanillos}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Learning Policies for Continuous Control via Transition Models}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {162--178}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_12}, doi = {10.1007/978-3-031-28719-0\_12}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/HubotterTGL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KastelD22, author = {Natalie Kastel and Guillaume Dumas}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {222--234}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_16}, doi = {10.1007/978-3-031-28719-0\_16}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KastelD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KieferA22, author = {Alex B. Kiefer and Mahault Albarracin}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Efficient Search of Active Inference Policy Spaces Using k-Means}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {328--342}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_23}, doi = {10.1007/978-3-031-28719-0\_23}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KieferA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KieferMTB22, author = {Alex B. Kiefer and Beren Millidge and Alexander Tschantz and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Capsule Networks as Generative Models}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {192--209}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_14}, doi = {10.1007/978-3-031-28719-0\_14}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KieferMTB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KinghornMB22, author = {Paul F. Kinghorn and Beren Millidge and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Preventing Deterioration of Classification Accuracy in Predictive Coding Networks}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {1--15}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_1}, doi = {10.1007/978-3-031-28719-0\_1}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KinghornMB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KoudahlBV22, author = {Magnus T. Koudahl and Christopher L. Buckley and Bert de Vries}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {A Message Passing Perspective on Planning Under Active Inference}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {319--327}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_22}, doi = {10.1007/978-3-031-28719-0\_22}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KoudahlBV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/MillidgeB22, author = {Beren Millidge and Christopher L. Buckley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Active Inference Successor Representations}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {151--161}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_11}, doi = {10.1007/978-3-031-28719-0\_11}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/MillidgeB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/PriorelliS22, author = {Matteo Priorelli and Ivilin Peev Stoianov}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Intention Modulation for Multi-step Tasks in Continuous Time Active Inference}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {274--284}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_19}, doi = {10.1007/978-3-031-28719-0\_19}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/PriorelliS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/RaghuveerE22, author = {Dhanaraaj Raghuveer and Dominik Endres}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Active Inference and Psychology of Expectations: {A} Study of Formalizing ViolEx}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {235--250}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_17}, doi = {10.1007/978-3-031-28719-0\_17}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/RaghuveerE22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Safron22, author = {Adam Safron}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {AIXI, FEP-AI, and Integrated World Models: Towards a Unified Understanding of Intelligence and Consciousness}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {251--273}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_18}, doi = {10.1007/978-3-031-28719-0\_18}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Safron22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SafronSHOH22, author = {Adam Safron and Zahra Sheikhbahaee and Nick J. Hay and Jeff Orchard and Jesse Hoey}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agents}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {343--354}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_24}, doi = {10.1007/978-3-031-28719-0\_24}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SafronSHOH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Sakthivadivel22, author = {Dalton A. R. Sakthivadivel}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {A Worked Example of the Bayesian Mechanics of Classical Objects}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {298--318}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_21}, doi = {10.1007/978-3-031-28719-0\_21}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Sakthivadivel22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SantaguidaB22, author = {Erica Santaguida and Massimo Bergamasco}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Attachment Theory in an Active Inference Framework: How Does Our Inner Model Take Shape?}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {179--191}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_13}, doi = {10.1007/978-3-031-28719-0\_13}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SantaguidaB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SenneshTMBQ22, author = {Eli Sennesh and Jordan Theriault and Jan{-}Willem van de Meent and Lisa Feldman Barrett and Karen S. Quigley}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Deriving Time-Averaged Active Inference from Control Principles}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {355--370}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_25}, doi = {10.1007/978-3-031-28719-0\_25}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SenneshTMBQ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SmekalCSDF22, author = {Jakub Sm{\'{e}}kal and Arhan Choudhury and Amit Kumar Singh and Shady El Damaty and Daniel Ari Friedman}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Active Blockference: cadCAD with Active Inference for Cognitive Systems Modeling}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {143--150}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_10}, doi = {10.1007/978-3-031-28719-0\_10}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SmekalCSDF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/TinguyMVD22, author = {Daria de Tinguy and Pietro Mazzaglia and Tim Verbelen and Bart Dhoedt}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Home Run: Finding Your Way Home by Imagining Trajectories}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {210--221}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_15}, doi = {10.1007/978-3-031-28719-0\_15}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/TinguyMVD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/WauthierVVD22, author = {Samuel T. Wauthier and Bram Vanhecke and Tim Verbelen and Bart Dhoedt}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {Learning Generative Models for Active Inference Using Tensor Networks}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {285--297}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_20}, doi = {10.1007/978-3-031-28719-0\_20}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/WauthierVVD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/WeiGMMESO22, author = {Ran Wei and Alfredo Garcia and Anthony D. McDonald and Gustav Markkula and Johan Engstr{\"{o}}m and Isaac Supeene and Matthew O'Kelly}, editor = {Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Noor Sajid and Hideaki Shimazaki and Tim Verbelen}, title = {World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior}, booktitle = {Active Inference - Third International Workshop, {IWAI} 2022, Grenoble, France, September 19, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1721}, pages = {130--142}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-28719-0\_9}, doi = {10.1007/978-3-031-28719-0\_9}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/WeiGMMESO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/BiehlK20, author = {Martin Biehl and Ryota Kanai}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Dynamics of a Bayesian Hyperparameter in a Markov Chain}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {35--41}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_5}, doi = {10.1007/978-3-030-64919-7\_5}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwai2/BiehlK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Dauce20, author = {Emmanuel Dauc{\'{e}}}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {End-Effect Exploration Drive for Effective Motor Learning}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {114--124}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_13}, doi = {10.1007/978-3-030-64919-7\_13}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Dauce20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/DauceP20, author = {Emmanuel Dauc{\'{e}} and Laurent Perrinet}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Visual Search as Active Inference}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {165--178}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_17}, doi = {10.1007/978-3-030-64919-7\_17}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/DauceP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/ErgulLKVV20, author = {Burak Ergul and Thijs van de Laar and Magnus T. Koudahl and Martin Roa Villescas and Bert de Vries}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Learning Where to Park}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {125--132}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_14}, doi = {10.1007/978-3-030-64919-7\_14}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/ErgulLKVV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/HespTMRFS20, author = {Casper Hesp and Alexander Tschantz and Beren Millidge and Maxwell Ramstead and Karl J. Friston and Ryan Smith}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {179--186}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_18}, doi = {10.1007/978-3-030-64919-7\_18}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/HespTMRFS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/HimstL20, author = {Otto van der Himst and Pablo Lanillos}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Deep Active Inference for Partially Observable MDPs}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {61--71}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_8}, doi = {10.1007/978-3-030-64919-7\_8}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/HimstL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/ImohiosenW020, author = {Abraham Imohiosen and Joe Watson and Jan Peters}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Active Inference or Control as Inference? {A} Unifying View}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {12--19}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_2}, doi = {10.1007/978-3-030-64919-7\_2}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/ImohiosenW020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/KoudahlV20, author = {Magnus T. Koudahl and Bert de Vries}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {A Worked Example of Fokker-Planck-Based Active Inference}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {28--34}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_4}, doi = {10.1007/978-3-030-64919-7\_4}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/KoudahlV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Kouw20, author = {Wouter M. Kouw}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Online System Identification in a Duffing Oscillator by Free Energy Minimisation}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {42--51}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_6}, doi = {10.1007/978-3-030-64919-7\_6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Kouw20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/MaeleVCBD20, author = {Toon Van de Maele and Tim Verbelen and Ozan {\c{C}}atal and Cedric De Boom and Bart Dhoedt}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {You Only Look as Much as You Have To - Using the Free Energy Principle for Active Vision}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {92--100}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_11}, doi = {10.1007/978-3-030-64919-7\_11}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/MaeleVCBD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/MathysW20, author = {Christoph Mathys and Lilian A. E. Weber}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Hierarchical Gaussian Filtering of Sufficient Statistic Time Series for Active Inference}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {52--58}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_7}, doi = {10.1007/978-3-030-64919-7\_7}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/MathysW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/MillidgeTSB20, author = {Beren Millidge and Alexander Tschantz and Anil K. Seth and Christopher L. Buckley}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {On the Relationship Between Active Inference and Control as Inference}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {3--11}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_1}, doi = {10.1007/978-3-030-64919-7\_1}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/MillidgeTSB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/OvalleL20, author = {Alvaro Ovalle and Simon M. Lucas}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Modulation of Viability Signals for Self-regulatory Control}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {101--113}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_12}, doi = {10.1007/978-3-030-64919-7\_12}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/OvalleL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/PezzatoBCHWF20, author = {Corrado Pezzato and Mohamed Baioumy and Carlos Hern{\'{a}}ndez Corbato and Nick Hawes and Martijn Wisse and Riccardo M. G. Ferrari}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Active Inference for Fault Tolerant Control of Robot Manipulators with Sensory Faults}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {20--27}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_3}, doi = {10.1007/978-3-030-64919-7\_3}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/PezzatoBCHWF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/RoodGL20, author = {Thomas Rood and Marcel van Gerven and Pablo Lanillos}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {A Deep Active Inference Model of the Rubber-Hand Illusion}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {84--91}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_10}, doi = {10.1007/978-3-030-64919-7\_10}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/RoodGL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/RosasMBCP20, author = {Fernando E. Rosas and Pedro A. M. Mediano and Martin Biehl and Shamil Chandaria and Daniel Polani}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Causal Blankets: Theory and Algorithmic Framework}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {187--198}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_19}, doi = {10.1007/978-3-030-64919-7\_19}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwai2/RosasMBCP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/Safron20, author = {Adam Safron}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Integrated World Modeling Theory {(IWMT)} Implemented: Towards Reverse Engineering Consciousness with the Free Energy Principle and Active Inference}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {135--155}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_15}, doi = {10.1007/978-3-030-64919-7\_15}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/Safron20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/SmithKTUK20, author = {Ryan Smith and Rayus Kuplicki and Adam Teed and Valerie Upshaw and Sahib S. Khalsa}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Confirmatory Evidence that Healthy Individuals Can Adaptively Adjust Prior Expectations and Interoceptive Precision Estimates}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {156--164}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_16}, doi = {10.1007/978-3-030-64919-7\_16}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/SmithKTUK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwai2/WauthierCBVD20, author = {Samuel T. Wauthier and Ozan {\c{C}}atal and Cedric De Boom and Tim Verbelen and Bart Dhoedt}, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Sleep: Model Reduction in Deep Active Inference}, booktitle = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, pages = {72--83}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7\_9}, doi = {10.1007/978-3-030-64919-7\_9}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/WauthierCBVD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iwai2/2020, editor = {Tim Verbelen and Pablo Lanillos and Christopher L. Buckley and Cedric De Boom}, title = {Active Inference - First International Workshop, {IWAI} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium, September 14, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1326}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64919-7}, doi = {10.1007/978-3-030-64919-7}, isbn = {978-3-030-64918-0}, timestamp = {Mon, 08 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwai2/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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