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Dynamic abstraction in reinforcement learning via clustering.

, , , and . ICML, volume 69 of ACM International Conference Proceeding Series, ACM, (2004)

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Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces., , , , and . CoRR, (2019)End-to-End Differentiable Adversarial Imitation Learning., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 390-399. PMLR, (2017)Online Learning for Time Series Prediction., , , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 172-184. JMLR.org, (2013)Heteroscedastic Sequences: Beyond Gaussianity., and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 755-763. JMLR.org, (2016)Graying the black box: Understanding DQNs., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1899-1908. JMLR.org, (2016)Stabilizing Off-Policy Reinforcement Learning with Conservative Policy Gradients., , and . CoRR, (2019)Topic Modeling via Full Dependence Mixtures., , and . CoRR, (2019)Reward Constrained Policy Optimization., , and . ICLR (Poster), OpenReview.net, (2019)Exploration Conscious Reinforcement Learning Revisited., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 5680-5689. PMLR, (2019)Regularized Policy Iteration with Nonparametric Function Spaces., , , and . J. Mach. Learn. Res., (2016)