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Reinforcement Learning Transfer Using a Sparse-Coded Inter-Task Mapping

, , , , and . Proceedings of the Benelux Conference on Artificial Intelligence (BNAIC), Maastricht, The Netherlands, (2012)

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Automatically Mapped Transfer between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines., , , , , and . ECML/PKDD (2), volume 8189 of Lecture Notes in Computer Science, page 449-464. Springer, (2013)Transfer Learning for Reinforcement Learning Domains: A Survey, and . Journal of Machine Learning Research, (2009)Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey., , , , , and . CoRR, (2020)Speeding up Tabular Reinforcement Learning Using State-Action Similarities., , and . AAMAS, page 1722-1724. ACM, (2017)An Exploration Strategy Facing Non-Stationary Agents., , , , and . AAMAS, page 922-923. ACM, (2017)Is multiagent deep reinforcement learning the answer or the question? A brief survey., , and . CoRR, (2018)Autonomous Extracting a Hierarchical Structure of Tasks in Reinforcement Learning and Multi-task Reinforcement Learning., and . CoRR, (2017)Leveraging human knowledge in tabular reinforcement learning: A study of human subjects., , , and . CoRR, (2018)Transfer via inter-task mappings in policy search reinforcement learning., , and . AAMAS, page 37. IFAAMAS, (2007)Abstraction and Generalization in Reinforcement Learning: A Summary and Framework., , and . ALA, volume 5924 of Lecture Notes in Computer Science, page 1-32. Springer, (2009)