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ORCIDBibTeX records: Patrick M. Pilarski
@article{DBLP:journals/adb/KearneyKP23,
author = {Alex Kearney and
Anna Koop and
Patrick M. Pilarski},
title = {What's a good prediction? Challenges in evaluating an agent's knowledge},
journal = {Adapt. Behav.},
volume = {31},
number = {3},
pages = {197--212},
year = {2023},
url = {https://doi.org/10.1177/10597123221095880},
doi = {10.1177/10597123221095880},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adb/KearneyKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arcras/KalinowskaPM23,
author = {Aleksandra Kalinowska and
Patrick M. Pilarski and
Todd D. Murphey},
title = {Embodied Communication: How Robots and People Communicate Through
Physical Interaction},
journal = {Annu. Rev. Control. Robotics Auton. Syst.},
volume = {6},
pages = {205--232},
year = {2023},
url = {https://doi.org/10.1146/annurev-control-070122-102501},
doi = {10.1146/ANNUREV-CONTROL-070122-102501},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/arcras/KalinowskaPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MathewsonPSESP23,
author = {Kory W. Mathewson and
Adam S. R. Parker and
Craig Sherstan and
Ann L. Edwards and
Richard S. Sutton and
Patrick M. Pilarski},
title = {Communicative capital: a key resource for human-machine shared agency
and collaborative capacity},
journal = {Neural Comput. Appl.},
volume = {35},
number = {23},
pages = {16805--16819},
year = {2023},
url = {https://doi.org/10.1007/s00521-022-07948-1},
doi = {10.1007/S00521-022-07948-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/MathewsonPSESP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WispinskiBMCBP23,
author = {Nathan J. Wispinski and
Andrew Butcher and
Kory Wallace Mathewson and
Craig S. Chapman and
Matthew M. Botvinick and
Patrick M. Pilarski},
title = {Adaptive patch foraging in deep reinforcement learning agents},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=a0T3nOP9sB},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WispinskiBMCBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/WilliamsHPS23,
author = {Heather E. Williams and
Jacqueline S. Hebert and
Patrick M. Pilarski and
Ahmed W. Shehata},
title = {A Case Series in Position-Aware Myoelectric Prosthesis Control Using
Recurrent Convolutional Neural Network Classification with Transfer
Learning},
booktitle = {International Conference on Rehabilitation Robotics, {ICORR} 2023,
Singapore, September 24-28, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICORR58425.2023.10304787},
doi = {10.1109/ICORR58425.2023.10304787},
timestamp = {Fri, 17 Nov 2023 08:57:23 +0100},
biburl = {https://dblp.org/rec/conf/icorr/WilliamsHPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14365,
author = {Adam S. R. Parker and
Michael R. Dawson and
Patrick M. Pilarski},
title = {Continually Learned Pavlovian Signalling Without Forgetting for Human-in-the-Loop
Robotic Control},
journal = {CoRR},
volume = {abs/2305.14365},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14365},
doi = {10.48550/ARXIV.2305.14365},
eprinttype = {arXiv},
eprint = {2305.14365},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/TrejosADPT22,
author = {Ana Luisa Trejos and
Seyed Farokh Atashzar and
Simon P. DiMaio and
Patrick M. Pilarski and
Mahdi Tavakoli},
title = {Editorial: Robotics, Autonomous Systems and {AI} for Nonurgent/Nonemergent
Healthcare Delivery During and After the {COVID-19} Pandemic},
journal = {Frontiers Robotics {AI}},
volume = {9},
pages = {886926},
year = {2022},
url = {https://doi.org/10.3389/frobt.2022.886926},
doi = {10.3389/FROBT.2022.886926},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/TrejosADPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/KearneyGP22,
author = {Alex Kearney and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {Prediction, Knowledge, and Explainability: Examining the Use of General
Value Functions in Machine Knowledge},
journal = {Frontiers Artif. Intell.},
volume = {5},
pages = {826724},
year = {2022},
url = {https://doi.org/10.3389/frai.2022.826724},
doi = {10.3389/FRAI.2022.826724},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/KearneyGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/WilliamsSDSHP22,
author = {Heather E. Williams and
Ahmed W. Shehata and
Michael R. Dawson and
Erik J. Scheme and
Jacqueline S. Hebert and
Patrick M. Pilarski},
title = {Recurrent Convolutional Neural Networks as an Approach to Position-Aware
Myoelectric Prosthesis Control},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {69},
number = {7},
pages = {2243--2255},
year = {2022},
url = {https://doi.org/10.1109/TBME.2022.3140269},
doi = {10.1109/TBME.2022.3140269},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/WilliamsSDSHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/KearneyK0P22,
author = {Alex Kearney and
Anna Koop and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
editor = {Sarath Chandar and
Razvan Pascanu and
Doina Precup},
title = {What Should {I} Know? Using Meta-Gradient Descent for Predictive Feature
Discovery in a Single Stream of Experience},
booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August
2022, McGill University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {199},
pages = {604--616},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v199/kearney22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/collas/KearneyK0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/FaridiMWSTPM22,
author = {Pouria Faridi and
Javad Khodaei{-}Mehr and
Don Wilson and
Mojtaba Sharifi and
Mahdi Tavakoli and
Patrick M. Pilarski and
Vivian K. Mushahwar},
title = {Machine-learned Adaptive Switching in Voluntary Lower-limb Exoskeleton
Control: Preliminary Results},
booktitle = {International Conference on Rehabilitation Robotics, {ICORR} 2022,
Rotterdam, Netherlands, July 25-29, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICORR55369.2022.9896611},
doi = {10.1109/ICORR55369.2022.9896611},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/FaridiMWSTPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/WilliamsGHPS22,
author = {Heather E. Williams and
Johannes G{\"{u}}nther and
Jacqueline S. Hebert and
Patrick M. Pilarski and
Ahmed W. Shehata},
title = {Composite Recurrent Convolutional Neural Networks Offer a Position-Aware
Prosthesis Control Alternative While Balancing Predictive Accuracy
with Training Burden},
booktitle = {International Conference on Rehabilitation Robotics, {ICORR} 2022,
Rotterdam, Netherlands, July 25-29, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICORR55369.2022.9896593},
doi = {10.1109/ICORR55369.2022.9896593},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/WilliamsGHPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03709,
author = {Andrew Butcher and
Michael Bradley Johanson and
Elnaz Davoodi and
Dylan J. A. Brenneis and
Leslie Acker and
Adam S. R. Parker and
Adam White and
Joseph Modayil and
Patrick M. Pilarski},
title = {Pavlovian Signalling with General Value Functions in Agent-Agent Temporal
Decision Making},
journal = {CoRR},
volume = {abs/2201.03709},
year = {2022},
url = {https://arxiv.org/abs/2201.03709},
eprinttype = {arXiv},
eprint = {2201.03709},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-03709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09498,
author = {Patrick M. Pilarski and
Andrew Butcher and
Elnaz Davoodi and
Michael Bradley Johanson and
Dylan J. A. Brenneis and
Adam S. R. Parker and
Leslie Acker and
Matthew M. Botvinick and
Joseph Modayil and
Adam White},
title = {The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination
and Communication Between Agents},
journal = {CoRR},
volume = {abs/2203.09498},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09498},
doi = {10.48550/ARXIV.2203.09498},
eprinttype = {arXiv},
eprint = {2203.09498},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09622,
author = {Kory W. Mathewson and
Patrick M. Pilarski},
title = {A Brief Guide to Designing and Evaluating Human-Centered Interactive
Machine Learning},
journal = {CoRR},
volume = {abs/2204.09622},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09622},
doi = {10.48550/ARXIV.2204.09622},
eprinttype = {arXiv},
eprint = {2204.09622},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10407,
author = {Nadia M. Ady and
Roshan Shariff and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {Prototyping three key properties of specific curiosity in computational
reinforcement learning},
journal = {CoRR},
volume = {abs/2205.10407},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10407},
doi = {10.48550/ARXIV.2205.10407},
eprinttype = {arXiv},
eprint = {2205.10407},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06485,
author = {Alexandra Kearney and
Anna Koop and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {What Should {I} Know? Using Meta-gradient Descent for Predictive Feature
Discovery in a Single Stream of Experience},
journal = {CoRR},
volume = {abs/2206.06485},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06485},
doi = {10.48550/ARXIV.2206.06485},
eprinttype = {arXiv},
eprint = {2206.06485},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11173,
author = {Richard S. Sutton and
Michael H. Bowling and
Patrick M. Pilarski},
title = {The Alberta Plan for {AI} Research},
journal = {CoRR},
volume = {abs/2208.11173},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11173},
doi = {10.48550/ARXIV.2208.11173},
eprinttype = {arXiv},
eprint = {2208.11173},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08085,
author = {Nathan J. Wispinski and
Andrew Butcher and
Kory W. Mathewson and
Craig S. Chapman and
Matthew M. Botvinick and
Patrick M. Pilarski},
title = {Adaptive patch foraging in deep reinforcement learning agents},
journal = {CoRR},
volume = {abs/2210.08085},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08085},
doi = {10.48550/ARXIV.2210.08085},
eprinttype = {arXiv},
eprint = {2210.08085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01480,
author = {Aleksandra Kalinowska and
Elnaz Davoodi and
Florian Strub and
Kory W. Mathewson and
Ivana Kajic and
Michael Bowling and
Todd D. Murphey and
Patrick M. Pilarski},
title = {Over-communicate no more: Situated {RL} agents learn concise communication
protocols},
journal = {CoRR},
volume = {abs/2211.01480},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01480},
doi = {10.48550/ARXIV.2211.01480},
eprinttype = {arXiv},
eprint = {2211.01480},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00187,
author = {Nadia M. Ady and
Roshan Shariff and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {Five Properties of Specific Curiosity You Didn't Know Curious Machines
Should Have},
journal = {CoRR},
volume = {abs/2212.00187},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00187},
doi = {10.48550/ARXIV.2212.00187},
eprinttype = {arXiv},
eprint = {2212.00187},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14124,
author = {Michael R. Dawson and
Adam S. R. Parker and
Heather E. Williams and
Ahmed W. Shehata and
Jacqueline S. Hebert and
Craig S. Chapman and
Patrick M. Pilarski},
title = {Joint Action is a Framework for Understanding Partnerships Between
Humans and Upper Limb Prostheses},
journal = {CoRR},
volume = {abs/2212.14124},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14124},
doi = {10.48550/ARXIV.2212.14124},
eprinttype = {arXiv},
eprint = {2212.14124},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/SchofieldBPPSM21,
author = {Jonathon S. Schofield and
Marcus A. Battraw and
Adam S. R. Parker and
Patrick M. Pilarski and
Jonathon W. Sensinger and
Paul D. Marasco},
title = {Embodied Cooperation to Promote Forgiving Interactions With Autonomous
Machines},
journal = {Frontiers Neurorobotics},
volume = {15},
pages = {661603},
year = {2021},
url = {https://doi.org/10.3389/fnbot.2021.661603},
doi = {10.3389/FNBOT.2021.661603},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/finr/SchofieldBPPSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ShehataWHP21,
author = {Ahmed W. Shehata and
Heather E. Williams and
Jacqueline S. Hebert and
Patrick M. Pilarski},
title = {Machine Learning for the Control of Prosthetic Arms: Using Electromyographic
Signals for Improved Performance},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {4},
pages = {46--53},
year = {2021},
url = {https://doi.org/10.1109/MSP.2021.3075931},
doi = {10.1109/MSP.2021.3075931},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/ShehataWHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etra/StoneBDVHPC21,
author = {Scott A. Stone and
Quinn A. Boser and
T. Riley Dawson and
Albert H. Vette and
Jacqueline S. Hebert and
Patrick M. Pilarski and
Craig S. Chapman},
editor = {Andreas Bulling and
Anke Huckauf and
Hans Gellersen and
Daniel Weiskopf and
Mihai Bace and
Teresa Hirzle and
Florian Alt and
Thies Pfeiffer and
Roman Bednarik and
Krzysztof Krejtz and
Tanja Blascheck and
Michael Burch and
Peter Kiefer and
Michael D. Dodd and
Bonita Sharif},
title = {Sub-centimeter 3D gaze vector accuracy on real-world tasks: an investigation
of eye and motion capture calibration routines},
booktitle = {{ETRA} '21 Adjunct: 2021 Symposium on Eye Tracking Research and Applications,
Virtual Event, Germany, May 25-27, 2021},
pages = {13:1--13:4},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450341.3458880},
doi = {10.1145/3450341.3458880},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/etra/StoneBDVHPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11212,
author = {Alex Kearney and
Anna Koop and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making},
journal = {CoRR},
volume = {abs/2111.11212},
year = {2021},
url = {https://arxiv.org/abs/2111.11212},
eprinttype = {arXiv},
eprint = {2111.11212},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07774,
author = {Dylan J. A. Brenneis and
Adam S. R. Parker and
Michael Bradley Johanson and
Andrew Butcher and
Elnaz Davoodi and
Leslie Acker and
Matthew M. Botvinick and
Joseph Modayil and
Adam White and
Patrick M. Pilarski},
title = {Assessing Human Interaction in Virtual Reality With Continually Learning
Prediction Agents Based on Reinforcement Learning Algorithms: {A}
Pilot Study},
journal = {CoRR},
volume = {abs/2112.07774},
year = {2021},
url = {https://arxiv.org/abs/2112.07774},
eprinttype = {arXiv},
eprint = {2112.07774},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/GuntherAKDP20,
author = {Johannes G{\"{u}}nther and
Nadia M. Ady and
Alex Kearney and
Michael Rory Dawson and
Patrick M. Pilarski},
title = {Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta
for Real-World Predictive Knowledge Architectures},
journal = {Frontiers Robotics {AI}},
volume = {7},
pages = {34},
year = {2020},
url = {https://doi.org/10.3389/frobt.2020.00034},
doi = {10.3389/FROBT.2020.00034},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/GuntherAKDP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmrr/Castellanos-Cruz20,
author = {Javier L. Castellanos{-}Cruz and
Maria F. Gomez{-}Medina and
Mahdi Tavakoli and
Patrick M. Pilarski and
Kim D. Adams},
title = {Comparison of Attentive and Explicit Eye Gaze Interfaces for Controlling
Haptic Guidance of a Robotic Controller},
journal = {J. Medical Robotics Res.},
volume = {4},
number = {3-4},
pages = {1950005:1--1950005:11},
year = {2020},
url = {https://doi.org/10.1142/S2424905X19500053},
doi = {10.1142/S2424905X19500053},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmrr/Castellanos-Cruz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SherstanDM0P20,
author = {Craig Sherstan and
Shibhansh Dohare and
James MacGlashan and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {Gamma-Nets: Generalizing Value Estimation over Timescale},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5717--5725},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6027},
doi = {10.1609/AAAI.V34I04.6027},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SherstanDM0P20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08823,
author = {Alex Kearney and
Anna Koop and
Patrick M. Pilarski},
title = {What's a Good Prediction? Issues in Evaluating General Value Functions
Through Error},
journal = {CoRR},
volume = {abs/2001.08823},
year = {2020},
url = {https://arxiv.org/abs/2001.08823},
eprinttype = {arXiv},
eprint = {2001.08823},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12095,
author = {Katya Kudashkina and
Patrick M. Pilarski and
Richard S. Sutton},
title = {Document-editing Assistants and Model-based Reinforcement Learning
as a Path to Conversational {AI}},
journal = {CoRR},
volume = {abs/2008.12095},
year = {2020},
url = {https://arxiv.org/abs/2008.12095},
eprinttype = {arXiv},
eprint = {2008.12095},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GuntherKADP19,
author = {Johannes G{\"{u}}nther and
Alex Kearney and
Nadia M. Ady and
Michael Rory Dawson and
Patrick M. Pilarski},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Meta-learning for Predictive Knowledge Architectures: {A} Case Study
Using {TIDBD} on a Sensor-rich Robotic Arm},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1967--1969},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331979},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/GuntherKADP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/WilliamsBPCVH19,
author = {Heather E. Williams and
Quinn A. Boser and
Patrick M. Pilarski and
Craig S. Chapman and
Albert H. Vette and
Jacqueline S. Hebert},
title = {Hand Function Kinematics when using a Simulated Myoelectric Prosthesis},
booktitle = {16th {IEEE} International Conference on Rehabilitation Robotics, {ICORR}
2019, Toronto, ON, Canada, June 24-28, 2019},
pages = {169--174},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICORR.2019.8779443},
doi = {10.1109/ICORR.2019.8779443},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/WilliamsBPCVH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/Castellanos-Cruz19,
author = {Javier L. Castellanos{-}Cruz and
Mahdi Tavakoli and
Patrick M. Pilarski and
Kim D. Adams},
title = {Supporting Play by Applying Haptic Guidance Along a Surface Learnt
from Single Motion Trajectories},
booktitle = {16th {IEEE} International Conference on Rehabilitation Robotics, {ICORR}
2019, Toronto, ON, Canada, June 24-28, 2019},
pages = {175--180},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICORR.2019.8779391},
doi = {10.1109/ICORR.2019.8779391},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/Castellanos-Cruz19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/BrenneisDTHCP19,
author = {Dylan J. A. Brenneis and
Michael Rory Dawson and
Hiroki Tanikawa and
Jacqueline S. Hebert and
Jason P. Carey and
Patrick M. Pilarski},
title = {The Effect of an Automatically Levelling Wrist Control System},
booktitle = {16th {IEEE} International Conference on Rehabilitation Robotics, {ICORR}
2019, Toronto, ON, Canada, June 24-28, 2019},
pages = {816--823},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICORR.2019.8779444},
doi = {10.1109/ICORR.2019.8779444},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/BrenneisDTHCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/ParkerEP19,
author = {Adam S. R. Parker and
Ann L. Edwards and
Patrick M. Pilarski},
title = {Exploring the Impact of Machine-Learned Predictions on Feedback from
an Artificial Limb},
booktitle = {16th {IEEE} International Conference on Rehabilitation Robotics, {ICORR}
2019, Toronto, ON, Canada, June 24-28, 2019},
pages = {1239--1246},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICORR.2019.8779424},
doi = {10.1109/ICORR.2019.8779424},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/ParkerEP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03252,
author = {Alexandra Kearney and
Vivek Veeriah and
Jaden B. Travnik and
Patrick M. Pilarski and
Richard S. Sutton},
title = {Learning Feature Relevance Through Step Size Adaptation in Temporal-Difference
Learning},
journal = {CoRR},
volume = {abs/1903.03252},
year = {2019},
url = {http://arxiv.org/abs/1903.03252},
eprinttype = {arXiv},
eprint = {1903.03252},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-08542,
author = {Sandy H. Huang and
Martina Zambelli and
Jackie Kay and
Murilo F. Martins and
Yuval Tassa and
Patrick M. Pilarski and
Raia Hadsell},
title = {Learning Gentle Object Manipulation with Curiosity-Driven Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1903.08542},
year = {2019},
url = {http://arxiv.org/abs/1903.08542},
eprinttype = {arXiv},
eprint = {1903.08542},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-08542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09024,
author = {Alex Kearney and
Patrick M. Pilarski},
title = {When is a Prediction Knowledge?},
journal = {CoRR},
volume = {abs/1904.09024},
year = {2019},
url = {http://arxiv.org/abs/1904.09024},
eprinttype = {arXiv},
eprint = {1904.09024},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02691,
author = {Patrick M. Pilarski and
Andrew Butcher and
Michael Johanson and
Matthew M. Botvinick and
Andrew Bolt and
Adam S. R. Parker},
title = {Learned human-agent decision-making, communication and joint action
in a virtual reality environment},
journal = {CoRR},
volume = {abs/1905.02691},
year = {2019},
url = {http://arxiv.org/abs/1905.02691},
eprinttype = {arXiv},
eprint = {1905.02691},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13268,
author = {Johannes G{\"{u}}nther and
Elias Reichensd{\"{o}}rfer and
Patrick M. Pilarski and
Klaus Diepold},
title = {General Dynamic Neural Networks for explainable {PID} parameter tuning
in control engineering: An extensive comparison},
journal = {CoRR},
volume = {abs/1905.13268},
year = {2019},
url = {http://arxiv.org/abs/1905.13268},
eprinttype = {arXiv},
eprint = {1905.13268},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05751,
author = {Johannes G{\"{u}}nther and
Nadia M. Ady and
Alex Kearney and
Michael Rory Dawson and
Patrick M. Pilarski},
title = {Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta
for Real-World Predictive Knowledge Architectures},
journal = {CoRR},
volume = {abs/1908.05751},
year = {2019},
url = {http://arxiv.org/abs/1908.05751},
eprinttype = {arXiv},
eprint = {1908.05751},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07794,
author = {Craig Sherstan and
Shibhansh Dohare and
James MacGlashan and
Johannes G{\"{u}}nther and
Patrick M. Pilarski},
title = {Gamma-Nets: Generalizing Value Estimation over Timescale},
journal = {CoRR},
volume = {abs/1911.07794},
year = {2019},
url = {http://arxiv.org/abs/1911.07794},
eprinttype = {arXiv},
eprint = {1911.07794},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/TravnikMSP18,
author = {Jaden B. Travnik and
Kory W. Mathewson and
Richard S. Sutton and
Patrick M. Pilarski},
title = {Reactive Reinforcement Learning in Asynchronous Environments},
journal = {Frontiers Robotics {AI}},
volume = {5},
pages = {79},
year = {2018},
url = {https://doi.org/10.3389/frobt.2018.00079},
doi = {10.3389/FROBT.2018.00079},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/TravnikMSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biorob/VasanP18,
author = {Gautham Vasan and
Patrick M. Pilarski},
title = {Context-Aware Learning from Demonstration: Using Camera Data to Support
the Synergistic Control of a Multi-Joint Prosthetic Arm},
booktitle = {7th {IEEE} International Conference on Biomedical Robotics and Biomechatronics,
BioRob 2018, Enschede, The Netherlands, August 26-29, 2018},
pages = {199--206},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BIOROB.2018.8487979},
doi = {10.1109/BIOROB.2018.8487979},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biorob/VasanP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biorob/BrenneisDMCP18,
author = {Dylan J. A. Brenneis and
Michael Rory Dawson and
Glyn Murgatroyd and
Jason P. Carey and
Patrick M. Pilarski},
title = {Initial Investigation of a Self-Adjusting Wrist Control System to
Maintain Prosthesis Terminal Device Orientation Relative to the Ground
Reference Frame},
booktitle = {7th {IEEE} International Conference on Biomedical Robotics and Biomechatronics,
BioRob 2018, Enschede, The Netherlands, August 26-29, 2018},
pages = {756--763},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BIOROB.2018.8487932},
doi = {10.1109/BIOROB.2018.8487932},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biorob/BrenneisDMCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biorob/Castellanos-Cruz18,
author = {Javier L. Castellanos{-}Cruz and
Maria F. Gomez{-}Medina and
Mahdi Tavakoli and
Patrick M. Pilarski and
Kim D. Adams},
title = {Preliminary Testing of a Telerobotic Haptic System and Analysis of
Visual Attention During a Playful Activity},
booktitle = {7th {IEEE} International Conference on Biomedical Robotics and Biomechatronics,
BioRob 2018, Enschede, The Netherlands, August 26-29, 2018},
pages = {1280--1285},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BIOROB.2018.8487612},
doi = {10.1109/BIOROB.2018.8487612},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biorob/Castellanos-Cruz18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SherstanMP18,
author = {Craig Sherstan and
Marlos C. Machado and
Patrick M. Pilarski},
title = {Accelerating Learning in Constructive Predictive Frameworks with the
Successor Representation},
booktitle = {2018 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018},
pages = {2997--3003},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IROS.2018.8594242},
doi = {10.1109/IROS.2018.8594242},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/SherstanMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06139,
author = {Jaden B. Travnik and
Kory W. Mathewson and
Richard S. Sutton and
Patrick M. Pilarski},
title = {Reactive Reinforcement Learning in Asynchronous Environments},
journal = {CoRR},
volume = {abs/1802.06139},
year = {2018},
url = {http://arxiv.org/abs/1802.06139},
eprinttype = {arXiv},
eprint = {1802.06139},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09001,
author = {Craig Sherstan and
Marlos C. Machado and
Patrick M. Pilarski},
title = {Accelerating Learning in Constructive Predictive Frameworks with the
Successor Representation},
journal = {CoRR},
volume = {abs/1803.09001},
year = {2018},
url = {http://arxiv.org/abs/1803.09001},
eprinttype = {arXiv},
eprint = {1803.09001},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03334,
author = {Alexandra Kearney and
Vivek Veeriah and
Jaden B. Travnik and
Richard S. Sutton and
Patrick M. Pilarski},
title = {{TIDBD:} Adapting Temporal-difference Step-sizes Through Stochastic
Meta-descent},
journal = {CoRR},
volume = {abs/1804.03334},
year = {2018},
url = {http://arxiv.org/abs/1804.03334},
eprinttype = {arXiv},
eprint = {1804.03334},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aires/VegaSMKPGSA17,
author = {Roberto Vega and
Touqir Sajed and
Kory Wallace Mathewson and
Kriti Khare and
Patrick M. Pilarski and
Russell Greiner and
Gildardo S{\'{a}}nchez{-}Ante and
Javier Mauricio Antelis},
title = {Assessment of feature selection and classification methods for recognizing
motor imagery tasks from electroencephalographic signals},
journal = {Artif. Intell. Res.},
volume = {6},
number = {1},
pages = {37--51},
year = {2017},
url = {https://doi.org/10.5430/air.v6n1p37},
doi = {10.5430/AIR.V6N1P37},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aires/VegaSMKPGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/WiningerACP17,
author = {Michael Wininger and
Panagiotis K. Artemiadis and
Claudio Castellini and
Patrick M. Pilarski},
title = {Editorial: Peripheral Nervous System-Machine Interfaces {(PNS-MI)}},
journal = {Frontiers Neurorobotics},
volume = {11},
pages = {54},
year = {2017},
url = {https://doi.org/10.3389/fnbot.2017.00054},
doi = {10.3389/FNBOT.2017.00054},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/finr/WiningerACP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/MathewsonP17,
author = {Kory W. Mathewson and
Patrick M. Pilarski},
title = {Reinforcement Learning Based Embodied Agents Modelling Human Users
Through Interaction and Multi-Sensory Perception},
booktitle = {2017 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 27-29, 2017},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/SSS/SSS17/paper/view/15242},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/MathewsonP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/TravnikP17,
author = {Jaden B. Travnik and
Patrick M. Pilarski},
title = {Representing high-dimensional data to intelligent prostheses and other
wearable assistive robots: {A} first comparison of tile coding and
selective Kanerva coding},
booktitle = {International Conference on Rehabilitation Robotics, {ICORR} 2017,
London, United Kingdom, July 17-20, 2017},
pages = {1443--1450},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICORR.2017.8009451},
doi = {10.1109/ICORR.2017.8009451},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/TravnikP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/VasanP17,
author = {Gautham Vasan and
Patrick M. Pilarski},
title = {Learning from demonstration: Teaching a myoelectric prosthesis with
an intact limb via reinforcement learning},
booktitle = {International Conference on Rehabilitation Robotics, {ICORR} 2017,
London, United Kingdom, July 17-20, 2017},
pages = {1457--1464},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICORR.2017.8009453},
doi = {10.1109/ICORR.2017.8009453},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/VasanP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MathewsonP17,
author = {Kory W. Mathewson and
Patrick M. Pilarski},
title = {Reinforcement Learning based Embodied Agents Modelling Human Users
Through Interaction and Multi-Sensory Perception},
journal = {CoRR},
volume = {abs/1701.02369},
year = {2017},
url = {http://arxiv.org/abs/1701.02369},
eprinttype = {arXiv},
eprint = {1701.02369},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MathewsonP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MathewsonP17a,
author = {Kory W. Mathewson and
Patrick M. Pilarski},
title = {Actor-Critic Reinforcement Learning with Simultaneous Human Control
and Feedback},
journal = {CoRR},
volume = {abs/1703.01274},
year = {2017},
url = {http://arxiv.org/abs/1703.01274},
eprinttype = {arXiv},
eprint = {1703.01274},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MathewsonP17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03676,
author = {Patrick M. Pilarski and
Richard S. Sutton and
Kory W. Mathewson and
Craig Sherstan and
Adam S. R. Parker and
Ann L. Edwards},
title = {Communicative Capital for Prosthetic Agents},
journal = {CoRR},
volume = {abs/1711.03676},
year = {2017},
url = {http://arxiv.org/abs/1711.03676},
eprinttype = {arXiv},
eprint = {1711.03676},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SeijenMPMS16,
author = {Harm van Seijen and
Ashique Rupam Mahmood and
Patrick M. Pilarski and
Marlos C. Machado and
Richard S. Sutton},
title = {True Online Temporal-Difference Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {145:1--145:40},
year = {2016},
url = {http://jmlr.org/papers/v17/15-599.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SeijenMPMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agi/SherstanWMP16,
author = {Craig Sherstan and
Adam White and
Marlos C. Machado and
Patrick M. Pilarski},
editor = {Bas R. Steunebrink and
Pei Wang and
Ben Goertzel},
title = {Introspective Agents: Confidence Measures for General Value Functions},
booktitle = {Artificial General Intelligence - 9th International Conference, {AGI}
2016, New York, NY, USA, July 16-19, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9782},
pages = {258--261},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41649-6\_26},
doi = {10.1007/978-3-319-41649-6\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/agi/SherstanWMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biorob/PilarskiS16,
author = {Patrick M. Pilarski and
Craig Sherstan},
title = {Steps toward knowledgeable neuroprostheses},
booktitle = {6th {IEEE} International Conference on Biomedical Robotics and Biomechatronics,
BioRob 2016, Singapore, June 26-29, 2016},
pages = {220},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/BIOROB.2016.7523626},
doi = {10.1109/BIOROB.2016.7523626},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biorob/PilarskiS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biorob/EdwardsHP16,
author = {Ann L. Edwards and
Jacqueline S. Hebert and
Patrick M. Pilarski},
title = {Machine learning and unlearning to autonomously switch between the
functions of a myoelectric arm},
booktitle = {6th {IEEE} International Conference on Biomedical Robotics and Biomechatronics,
BioRob 2016, Singapore, June 26-29, 2016},
pages = {514--521},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/BIOROB.2016.7523678},
doi = {10.1109/BIOROB.2016.7523678},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biorob/EdwardsHP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VeeriahPS16,
author = {Vivek Veeriah and
Patrick M. Pilarski and
Richard S. Sutton},
title = {Face valuing: Training user interfaces with facial expressions and
reinforcement learning},
journal = {CoRR},
volume = {abs/1606.02807},
year = {2016},
url = {http://arxiv.org/abs/1606.02807},
eprinttype = {arXiv},
eprint = {1606.02807},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VeeriahPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SherstanWMP16,
author = {Craig Sherstan and
Adam White and
Marlos C. Machado and
Patrick M. Pilarski},
title = {Introspective Agents: Confidence Measures for General Value Functions},
journal = {CoRR},
volume = {abs/1606.05593},
year = {2016},
url = {http://arxiv.org/abs/1606.05593},
eprinttype = {arXiv},
eprint = {1606.05593},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SherstanWMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MathewsonP16,
author = {Kory W. Mathewson and
Patrick M. Pilarski},
title = {Simultaneous Control and Human Feedback in the Training of a Robotic
Agent with Actor-Critic Reinforcement Learning},
journal = {CoRR},
volume = {abs/1606.06979},
year = {2016},
url = {http://arxiv.org/abs/1606.06979},
eprinttype = {arXiv},
eprint = {1606.06979},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MathewsonP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SeijenMPS15,
author = {Harm van Seijen and
Ashique Rupam Mahmood and
Patrick M. Pilarski and
Richard S. Sutton},
title = {An Empirical Evaluation of True Online TD({\(\lambda\)})},
journal = {CoRR},
volume = {abs/1507.00353},
year = {2015},
url = {http://arxiv.org/abs/1507.00353},
eprinttype = {arXiv},
eprint = {1507.00353},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SeijenMPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SeijenMPMS15,
author = {Harm van Seijen and
Ashique Rupam Mahmood and
Patrick M. Pilarski and
Marlos C. Machado and
Richard S. Sutton},
title = {True Online Temporal-Difference Learning},
journal = {CoRR},
volume = {abs/1512.04087},
year = {2015},
url = {http://arxiv.org/abs/1512.04087},
eprinttype = {arXiv},
eprint = {1512.04087},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SeijenMPMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/CastelliniAWAABCCDEFGGHIKMPRS14,
author = {Claudio Castellini and
Panagiotis K. Artemiadis and
Michael Wininger and
Arash Ajoudani and
Merkur Alimusaj and
Antonio Bicchi and
Barbara Caputo and
William Craelius and
Strahinja Dosen and
Kevin B. Englehart and
Dario Farina and
Arjan Gijsberts and
Sasha B. Godfrey and
Levi J. Hargrove and
Mark Ison and
Todd A. Kuiken and
Marko Markovic and
Patrick M. Pilarski and
R{\"{u}}diger Rupp and
Erik J. Scheme},
title = {Proceedings of the first workshop on Peripheral Machine Interfaces:
going beyond traditional surface electromyography},
journal = {Frontiers Neurorobotics},
volume = {8},
pages = {22},
year = {2014},
url = {https://doi.org/10.3389/fnbot.2014.00022},
doi = {10.3389/FNBOT.2014.00022},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/finr/CastelliniAWAABCCDEFGGHIKMPRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkerEP14,
author = {Adam S. R. Parker and
Ann L. Edwards and
Patrick M. Pilarski},
title = {Using Learned Predictions as Feedback to Improve Control and Communication
with an Artificial Limb: Preliminary Findings},
journal = {CoRR},
volume = {abs/1408.1913},
year = {2014},
url = {http://arxiv.org/abs/1408.1913},
eprinttype = {arXiv},
eprint = {1408.1913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkerEP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ram/PilarskiDDCCHS13,
author = {Patrick M. Pilarski and
Michael Rory Dawson and
Thomas Degris and
Jason P. Carey and
K. Ming Chan and
Jacqueline S. Hebert and
Richard S. Sutton},
title = {Adaptive Artificial Limbs: {A} Real-Time Approach to Prediction and
Anticipation},
journal = {{IEEE} Robotics Autom. Mag.},
volume = {20},
number = {1},
pages = {53--64},
year = {2013},
url = {https://doi.org/10.1109/MRA.2012.2229948},
doi = {10.1109/MRA.2012.2229948},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ram/PilarskiDDCCHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icorr/PilarskiDS13,
author = {Patrick M. Pilarski and
Travis B. Dick and
Richard S. Sutton},
title = {Real-time prediction learning for the simultaneous actuation of multiple
prosthetic joints},
booktitle = {{IEEE} 13th International Conference on Rehabilitation Robotics, {ICORR}
2013, Seattle, WA, USA, June 24-26, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICORR.2013.6650435},
doi = {10.1109/ICORR.2013.6650435},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icorr/PilarskiDS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EdwardsKDSP13,
author = {Ann L. Edwards and
Alexandra Kearney and
Michael Rory Dawson and
Richard S. Sutton and
Patrick M. Pilarski},
title = {Temporal-Difference Learning to Assist Human Decision Making during
the Control of an Artificial Limb},
journal = {CoRR},
volume = {abs/1309.4714},
year = {2013},
url = {http://arxiv.org/abs/1309.4714},
eprinttype = {arXiv},
eprint = {1309.4714},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EdwardsKDSP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/PilarskiS12,
author = {Patrick M. Pilarski and
Richard S. Sutton},
title = {Between Instruction and Reward: Human-Prompted Switching},
booktitle = {Robots Learning Interactively from Human Teachers, Papers from the
2012 {AAAI} Fall Symposium, Arlington, Virginia, USA, November 2-4,
2012},
series = {{AAAI} Technical Report},
volume = {{FS-12-07}},
publisher = {{AAAI}},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5496},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/PilarskiS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/DegrisPS12,
author = {Thomas Degris and
Patrick M. Pilarski and
Richard S. Sutton},
title = {Model-Free reinforcement learning with continuous action in practice},
booktitle = {American Control Conference, {ACC} 2012, Montreal, QC, Canada, June
27-29, 2012},
pages = {2177--2182},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ACC.2012.6315022},
doi = {10.1109/ACC.2012.6315022},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/DegrisPS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MahmoodSDP12,
author = {Ashique Rupam Mahmood and
Richard S. Sutton and
Thomas Degris and
Patrick M. Pilarski},
title = {Tuning-free step-size adaptation},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {2121--2124},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288330},
doi = {10.1109/ICASSP.2012.6288330},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MahmoodSDP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ModayilWPS12,
author = {Joseph Modayil and
Adam White and
Patrick M. Pilarski and
Richard S. Sutton},
title = {Acquiring a broad range of empirical knowledge in real time by temporal-difference
learning},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man,
and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
2012},
pages = {1903--1910},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICSMC.2012.6378016},
doi = {10.1109/ICSMC.2012.6378016},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/ModayilWPS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SuttonMDDPWP11,
author = {Richard S. Sutton and
Joseph Modayil and
Michael Delp and
Thomas Degris and
Patrick M. Pilarski and
Adam White and
Doina Precup},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Horde: a scalable real-time architecture for learning knowledge from
unsupervised sensorimotor interaction},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {761--768},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2031726\&\#38;CFID=54178199\&\#38;CFTOKEN=61392764},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SuttonMDDPWP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmens/PilarskiAPPLB04,
author = {Linda M. Pilarski and
Sophia Adamia and
Patrick M. Pilarski and
Ranjit Prakash and
Jana Lauzon and
Christopher J. Backhouse},
title = {Improved Diagnosis and Monitoring of Cancer Using Portable Microfluidics
Platforms},
booktitle = {2004 International Conference on MEMS, NANO, and Smart Systems {(ICMENS}
2004), 25-27 August 2004, Banff, Alberta, Canada},
pages = {340--343},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICMENS.2004.1508971},
doi = {10.1109/ICMENS.2004.1508971},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmens/PilarskiAPPLB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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