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Liz Sonenberg
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Publications
- 2024
- [i16]Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg:
Towards the new XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence. CoRR abs/2402.01292 (2024) - [i15]Michelle L. Blom, Ronal Singh, Tim Miller, Liz Sonenberg, Kerry Trentelman, Adam Saulwick:
Explainable agency: human preferences for simple or complex explanations. CoRR abs/2403.12321 (2024) - [i14]Thao Le, Tim Miller, Ruihan Zhang, Liz Sonenberg, Ronal Singh:
Visual Evaluative AI: A Hypothesis-Driven Tool with Concept-Based Explanations and Weight of Evidence. CoRR abs/2407.04710 (2024) - [i13]Ronal Singh, Tim Miller, Liz Sonenberg, Eduardo Velloso, Frank Vetere, Piers Howe, Paul Dourish:
An Actionability Assessment Tool for Explainable AI. CoRR abs/2407.09516 (2024) - 2023
- [j35]Mor Vered, Tali Livni, Piers Douglas Lionel Howe, Tim Miller, Liz Sonenberg:
The effects of explanations on automation bias. Artif. Intell. 322: 103952 (2023) - [j33]Ronal Singh, Tim Miller, Henrietta Lyons, Liz Sonenberg, Eduardo Velloso, Frank Vetere, Piers Howe, Paul Dourish:
Directive Explanations for Actionable Explainability in Machine Learning Applications. ACM Trans. Interact. Intell. Syst. 13(4): 23:1-23:26 (2023) - [c75]Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg:
Explaining Model Confidence Using Counterfactuals. AAAI 2023: 11856-11864 - [i12]Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg:
Explaining Model Confidence Using Counterfactuals. CoRR abs/2303.05729 (2023) - 2022
- [j32]Christian Muise, Vaishak Belle, Paolo Felli, Sheila A. McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg:
Efficient multi-agent epistemic planning: Teaching planners about nested belief. Artif. Intell. 302: 103605 (2022) - [i11]Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg:
Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence. CoRR abs/2206.02790 (2022) - 2021
- [j31]Abeer Alshehri, Tim Miller, Liz Sonenberg:
Modeling communication of collaborative multiagent system under epistemic planning. Int. J. Intell. Syst. 36(10): 5959-5980 (2021) - [i10]Ronal Rajneshwar Singh, Paul Dourish, Piers Howe, Tim Miller, Liz Sonenberg, Eduardo Velloso, Frank Vetere:
Directive Explanations for Actionable Explainability in Machine Learning Applications. CoRR abs/2102.02671 (2021) - [i9]Christian Muise, Vaishak Belle, Paolo Felli, Sheila A. McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg:
Efficient Multi-agent Epistemic Planning: Teaching Planners About Nested Belief. CoRR abs/2110.02480 (2021) - 2020
- [j30]Ronal Rajneshwar Singh, Tim Miller, Joshua Newn, Eduardo Velloso, Frank Vetere, Liz Sonenberg:
Combining gaze and AI planning for online human intention recognition. Artif. Intell. 284: 103275 (2020) - [j29]Mor Vered, Piers Howe, Tim Miller, Liz Sonenberg, Eduardo Velloso:
Demand-Driven Transparency for Monitoring Intelligent Agents. IEEE Trans. Hum. Mach. Syst. 50(3): 264-275 (2020) - [c74]Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere:
Explainable Reinforcement Learning through a Causal Lens. AAAI 2020: 2493-2500 - [i8]Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere:
Distal Explanations for Explainable Reinforcement Learning Agents. CoRR abs/2001.10284 (2020) - 2019
- [c73]Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere:
A Grounded Interaction Protocol for Explainable Artificial Intelligence. AAMAS 2019: 1033-1041 - [i7]Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere:
A Grounded Interaction Protocol for Explainable Artificial Intelligence. CoRR abs/1903.02409 (2019) - [i6]Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere:
Explainable Reinforcement Learning Through a Causal Lens. CoRR abs/1905.10958 (2019) - [i5]Abeer Alshehri, Tim Miller, Liz Sonenberg:
Improving Performance of Multiagent Cooperation Using Epistemic Planning. CoRR abs/1910.02607 (2019) - 2018
- [c72]Ronal Rajneshwar Singh, Tim Miller, Joshua Newn, Liz Sonenberg, Eduardo Velloso, Frank Vetere:
Combining Planning with Gaze for Online Human Intention Recognition. AAMAS 2018: 488-496 - [i4]Prashan Madumal, Tim Miller, Frank Vetere, Liz Sonenberg:
Towards a Grounded Dialog Model for Explainable Artificial Intelligence. CoRR abs/1806.08055 (2018) - 2017
- [j26]Tim Miller, Jens Pfau, Liz Sonenberg, Yoshihisa Kashima:
Logics of Common Ground. J. Artif. Intell. Res. 58: 859-904 (2017) - [i3]Tim Miller, Piers Howe, Liz Sonenberg:
Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences. CoRR abs/1712.00547 (2017) - 2016
- [c71]Tim Miller, Paolo Felli, Christian J. Muise, Adrian R. Pearce, Liz Sonenberg:
'Knowing Whether' in Proper Epistemic Knowledge Bases. AAAI 2016: 1044-1050 - [c70]Ronal Rajneshwar Singh, Liz Sonenberg, Tim Miller:
Communication and Shared Mental Models for Teams Performing Interdependent Tasks. COIN@AAMAS/ECAI 2016: 81-97 - [c69]Christian J. Muise, Paolo Felli, Tim Miller, Adrian R. Pearce, Liz Sonenberg:
Planning for a Single Agent in a Multi-Agent Environment Using FOND. IJCAI 2016: 3206-3212 - [i2]Liz Sonenberg, Tim Miller, Adrian R. Pearce, Paolo Felli, Christian J. Muise, Frank Dignum:
Social planning for social HRI. CoRR abs/1602.06483 (2016) - 2015
- [c68]Christian J. Muise, Vaishak Belle, Paolo Felli, Sheila A. McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg:
Planning Over Multi-Agent Epistemic States: A Classical Planning Approach. AAAI 2015: 3327-3334 - [c67]Christian J. Muise, Frank Dignum, Paolo Felli, Tim Miller, Adrian R. Pearce, Liz Sonenberg:
Towards Team Formation via Automated Planning. COIN@AAMAS/IJCAI 2015: 282-299 - [c66]Christian J. Muise, Tim Miller, Paolo Felli, Adrian R. Pearce, Liz Sonenberg:
Efficient Reasoning With Consistent Proper Epistemic Knowledge Bases. AAMAS 2015: 1461-1469 - [c65]Paolo Felli, Tim Miller, Christian J. Muise, Adrian R. Pearce, Liz Sonenberg:
Computing Social Behaviours Using Agent Models. IJCAI 2015: 2978-2984 - 2014
- [c64]Tim Miller, Adrian R. Pearce, Liz Sonenberg, Frank Dignum, Paolo Felli, Christian J. Muise:
Foundations of Human-Agent Collaboration: Situation-Relevant Information Sharing. AAAI Fall Symposia 2014 - [c62]Ronal Rajneshwar Singh, Tim Miller, Liz Sonenberg:
A Preliminary Analysis of Interdependence in Multiagent Systems. PRIMA 2014: 381-389 - [c61]Paolo Felli, Tim Miller, Christian J. Muise, Adrian R. Pearce, Liz Sonenberg:
Artificial Social Reasoning: Computational Mechanisms for Reasoning about Others. ICSR 2014: 146-155 - 2011
- [c56]Jacob Dumesny, Tim Miller, Michael Kirley, Liz Sonenberg:
TATM: A Trust Mechanism for Social Traders in Double Auctions. Australasian Conference on Artificial Intelligence 2011: 402-411
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