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Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.

R. Icarte, T. Klassen, R. Valenzano, and S. McIlraith. J. Artif. Intell. Res., (2022)

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Aletta Török

Mauricio Toro

Fernando Toro

Alfonso Toro

Toro Drabo

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Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.R. Icarte, T. Klassen, R. Valenzano, and S. McIlraith. CoRR, (2020)Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines.A. Li, Z. Chen, P. Vaezipoor, T. Klassen, R. Icarte, and S. McIlraith. CoRR, (2022)Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior.P. Christoffersen, A. Li, R. Icarte, and S. McIlraith. CoRR, (2023)Reward Machines.R. Icarte. University of Toronto, Canada, (2022)Training Binarized Neural Networks Using MIP and CP.R. Icarte, L. Illanes, M. Castro, A. Ciré, S. McIlraith, and J. Beck. CP, volume 11802 of Lecture Notes in Computer Science, page 401-417. Springer, (2019)Be Considerate: Avoiding Negative Side Effects in Reinforcement Learning.P. Alamdari, T. Klassen, R. Icarte, and S. McIlraith. AAMAS, page 18-26. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), (2022)Real-Time Heuristic Search with LTLf Goals.J. Middleton, R. Icarte, and J. Baier. IJCAI, page 4785-4792. ijcai.org, (2022)LTL2Action: Generalizing LTL Instructions for Multi-Task RL.P. Vaezipoor, A. Li, R. Icarte, and S. McIlraith. ICML, volume 139 of Proceedings of Machine Learning Research, page 10497-10508. PMLR, (2021)Learning Reward Machines: A Study in Partially Observable Reinforcement Learning.R. Icarte, E. Waldie, T. Klassen, R. Valenzano, M. Castro, and S. McIlraith. CoRR, (2021)Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.R. Icarte, T. Klassen, R. Valenzano, and S. McIlraith. J. Artif. Intell. Res., (2022)

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Disambiguation of "Icarte, Rodrigo Toro"

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Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.

Please choose a person to relate this publication to

Aletta Török

Mauricio Toro

Fernando Toro

Alfonso Toro

Toro Drabo

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Icarte, Rodrigo Toro"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.

Please choose a person to relate this publication to

Aletta Török

Mauricio Toro

Fernando Toro

Alfonso Toro

Toro Drabo

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.