Towards the Role of Theory of Mind in Explanation
Shvo, Maayan, Klassen, Toryn Q., McIlraith, Sheila A.
Published in Explainable, Transparent Autonomous Agents and Multi-Agent Systems (01.01.2020)
Published in Explainable, Transparent Autonomous Agents and Multi-Agent Systems (01.01.2020)
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Book Chapter
Reward Machines for Deep RL in Noisy and Uncertain Environments
Li, Andrew C, Chen, Zizhao, Klassen, Toryn Q, Vaezipoor, Pashootan, Icarte, Rodrigo Toro, McIlraith, Sheila A
Year of Publication 31.05.2024
Year of Publication 31.05.2024
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Journal Article
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making
Alamdari, Parand A, Klassen, Toryn Q, Creager, Elliot, McIlraith, Sheila A
Year of Publication 07.12.2023
Year of Publication 07.12.2023
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Journal Article
Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines
Li, Andrew C, Chen, Zizhao, Vaezipoor, Pashootan, Klassen, Toryn Q, Icarte, Rodrigo Toro, McIlraith, Sheila A
Year of Publication 20.11.2022
Year of Publication 20.11.2022
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Journal Article
Learning to Follow Instructions in Text-Based Games
Tuli, Mathieu, Li, Andrew C, Vaezipoor, Pashootan, Klassen, Toryn Q, Sanner, Scott, McIlraith, Sheila A
Year of Publication 08.11.2022
Year of Publication 08.11.2022
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Journal Article
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning
Rodrigo Toro Icarte, Klassen, Toryn Q, Valenzano, Richard, McIlraith, Sheila A
Published in arXiv.org (17.01.2022)
Published in arXiv.org (17.01.2022)
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Paper
Journal Article
Learning Reward Machines: A Study in Partially Observable Reinforcement Learning
Icarte, Rodrigo Toro, Waldie, Ethan, Klassen, Toryn Q, Valenzano, Richard, Castro, Margarita P, McIlraith, Sheila A
Year of Publication 17.12.2021
Year of Publication 17.12.2021
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Journal Article
Be Considerate: Objectives, Side Effects, and Deciding How to Act
Alamdari, Parand Alizadeh, Klassen, Toryn Q, Icarte, Rodrigo Toro, McIlraith, Sheila A
Year of Publication 04.06.2021
Year of Publication 04.06.2021
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Journal Article
The act of remembering: a study in partially observable reinforcement learning
Icarte, Rodrigo Toro, Valenzano, Richard, Klassen, Toryn Q, Christoffersen, Phillip, Farahmand, Amir-massoud, McIlraith, Sheila A
Year of Publication 04.10.2020
Year of Publication 04.10.2020
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Journal Article
Learning to Follow Instructions in Text-Based Games
Tuli, Mathieu, Li, Andrew C, Vaezipoor, Pashootan, Klassen, Toryn Q, Sanner, Scott, McIlraith, Sheila A
Published in arXiv.org (08.11.2022)
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Published in arXiv.org (08.11.2022)
Paper