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Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement.

, , , , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 510-519. PMLR, (2018)

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No More Pesky Learning Rates, , and . CoRR, (2012)The two-dimensional organization of behavior., , and . ICDL-EPIROB, page 1-8. IEEE, (2011)Universal Value Function Approximators., , , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1312-1320. JMLR.org, (2015)Q-Error as a Selection Mechanism in Modular Reinforcement-Learning Systems., and . IJCAI, page 1452-1457. IJCAI/AAAI, (2011)Return-based Scaling: Yet Another Normalisation Trick for Deep RL., , , and . CoRR, (2021)Better Generalization with Forecasts., and . IJCAI, page 1656-1662. IJCAI/AAAI, (2013)Universal Successor Features Approximators., , , , , , , and . ICLR (Poster), OpenReview.net, (2019)The Predictron: End-To-End Learning and Planning., , , , , , , , , and 1 other author(s). ICML, volume 70 of Proceedings of Machine Learning Research, page 3191-3199. PMLR, (2017)Dueling Network Architectures for Deep Reinforcement Learning., , , , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1995-2003. JMLR.org, (2016)Dueling Network Architectures for Deep Reinforcement Learning, , , , , and . (2015)cite arxiv:1511.06581Comment: 15 pages, 5 figures, and 5 tables.