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The Value-Improvement Path: Towards Better Representations for Reinforcement Learning.

, , , , , , и . AAAI, стр. 7160-7168. AAAI Press, (2021)

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André Noll Barreto

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The Predictron: End-To-End Learning and Planning., , , , , , , , , и 1 other автор(ы). CoRR, (2016)Fast reinforcement learning with generalized policy updates., , , , и . Proc. Natl. Acad. Sci. USA, 117 (48): 30079-30087 (2020)Fast Task Inference with Variational Intrinsic Successor Features., , , , , и . CoRR, (2019)Temporal Difference Learning with Neural Networks - Study of the Leakage Propagation Problem., , , , , и . CoRR, (2018)The Value-Improvement Path: Towards Better Representations for Reinforcement Learning., , , , , , и . CoRR, (2020)Successor Features for Transfer in Reinforcement Learning., , , и . CoRR, (2016)Model-Value Inconsistency as a Signal for Epistemic Uncertainty., , , , , , , , , и . CoRR, (2021)Risk-Aware Transfer in Reinforcement Learning using Successor Features., , , и . NeurIPS, стр. 17298-17310. (2021)The Phenomenon of Policy Churn., , , и . NeurIPS, (2022)The Value Equivalence Principle for Model-Based Reinforcement Learning., , , и . NeurIPS, (2020)