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Editors: Marc Peter Deisenroth, Csaba Szepesvári, Jan Peters
Preface
; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:i-i
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Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning
Michael Castronovo, Francis Maes, Raphael Fonteneau, Damien Ernst; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:1-10
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Feature Reinforcement Learning using Looping Suffix Trees
Mayank Daswani, Peter Sunehag, Marcus Hutter; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:11-24
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Planning in Reward-Rich Domains via PAC Bandits
Sergiu Goschin, Ari Weinstein, Michael L. Littman, Erick Chastain; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:25-42
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Actor-Critic Reinforcement Learning with Energy-Based Policies
Nicolas Heess, David Silver, Yee Whye Teh; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:45-58
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Directed Exploration in Reinforcement Learning with Transferred Knowledge
Timothy A. Mann, Yoonsuck Choe; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:59-76
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Online Skill Discovery using Graph-based Clustering
Jan Hendrik Metzen; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:77-88
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An Empirical Analysis of Off-policy Learning in Discrete MDPs
Cosmin Păduraru, Doina Precup, Joelle Pineau, Gheorghe Comănici; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:89-102
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Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments
Yevgeny Seldin, Csaba Szepesvári, Peter Auer, Yasin Abbasi-Yadkori; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:103-116
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Gradient Temporal Difference Networks
David Silver; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:117-130
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Semi-Supervised Apprenticeship Learning
Michal Valko, Mohammad Ghavamzadeh, Alessandro Lazaric; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:131-142
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An investigation of imitation learning algorithms for structured prediction
Andreas Vlachos; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:143-154
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Rollout-based Game-tree Search Outprunes Traditional Alpha-beta
Ari Weinstein, Michael L. Littman, Sergiu Goschin; Proceedings of the Tenth European Workshop on Reinforcement Learning, PMLR 24:155-167
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