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Transferring Instances for Model-Based Reinforcement Learning.

, , and . ECML/PKDD (2), volume 5212 of Lecture Notes in Computer Science, page 488-505. Springer, (2008)

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Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning., , and . Autonomous Agents and Multi-Agent Systems, 21 (1): 1-35 (2010)Towards Addressing Model Uncertainty: Robust Execution-Time Coordination for Teamwork., , , , and . IAT, page 204-207. IEEE Computer Society, (2011)978-0-7695-4513-4.Transfer Learning and Intelligence: an Argument and Approach., , and . AGI, volume 171 of Frontiers in Artificial Intelligence and Applications, page 326-337. IOS Press, (2008)Representation Transfer via Elaboration., and . AAAI, page 1906-1907. AAAI Press, (2007)Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence., , , and . AAAI, page 1687-1693. AAAI Press, (2014)Using Ensemble Techniques and Multi-Objectivization to Solve Reinforcement Learning Problems., , and . ECAI, volume 263 of Frontiers in Artificial Intelligence and Applications, page 981-982. IOS Press, (2014)Adaptive objective selection for correlated objectives in multi-objective reinforcement learning., , , and . AAMAS, page 1349-1350. IFAAMAS/ACM, (2014)Learning from Demonstration for Shaping through Inverse Reinforcement Learning., , , and . AAMAS, page 429-437. ACM, (2016)A Need for Speed: Adapting Agent Action Speed to Improve Task Learning from Non-Expert Humans., , , , , and . AAMAS, page 957-965. ACM, (2016)Improving Reinforcement Learning with Human Input.. IJCAI, page 5724-5728. ijcai.org, (2018)