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Relational Reinforcement Learning: An Overview

, , and . Proc. ICML Workshop on Relational Reinforcement Learning, (2004)

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Graph Kernels and Gaussian Processes for Relational Reinforcement Learning., , and . ILP, volume 2835 of Lecture Notes in Computer Science, page 146-163. Springer, (2003)Bayesian Real-Time Dynamic Programming., , , and . IJCAI, page 1784-1789. (2009)Reinforcement Learning with the Use of Costly Features., , and . EWRL, volume 5323 of Lecture Notes in Computer Science, page 124-135. Springer, (2008)Relational Reinforcement Learning., , and . Mach. Learn., 43 (1/2): 7-52 (2001)A Generative Policy Gradient Approach for Learning to Play Text-Based Adventure Games., and . BNAIC/BENELEARN, volume 2491 of CEUR Workshop Proceedings, CEUR-WS.org, (2019)Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning., , and . ILP, volume 4894 of Lecture Notes in Computer Science, page 88-97. Springer, (2007)Largest Source Subset Selection for Instance Transfer., , , , , and . ACML, volume 45 of JMLR Workshop and Conference Proceedings, page 423-438. JMLR.org, (2015)Relational Reinforcement Learning.. Encyclopedia of Machine Learning and Data Mining, Springer, (2017)Using ILP-Systems for Verification and Validation of Multi-agent Systems., , and . ILP, volume 1446 of Lecture Notes in Computer Science, page 145-154. Springer, (1998)Monte-Carlo Tree Search in Poker Using Expected Reward Distributions., , and . ACML, volume 5828 of Lecture Notes in Computer Science, page 367-381. Springer, (2009)