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The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning.

, , , и . NeurIPS, (2020)

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The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning., , , и . NeurIPS, (2020)Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods., , , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 22536-22561. PMLR, (2022)Combining Spatial and Temporal Abstraction in Planning for Better Generalization., , , , , и . CoRR, (2023)True Online Temporal-Difference Learning., , , , и . CoRR, (2015)Dead-ends and Secure Exploration in Reinforcement Learning., , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 1873-1881. PMLR, (2019)Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information., , , , , , , , , и 1 other автор(ы). CoRR, (2022)Modular Lifelong Reinforcement Learning via Neural Composition., , и . ICLR, OpenReview.net, (2022)Forward Actor-Critic for Nonlinear Function Approximation in Reinforcement Learning., , и . AAMAS, стр. 556-564. ACM, (2017)Improving Scalability of Reinforcement Learning by Separation of Concerns., , , и . CoRR, (2016)Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation.. CoRR, (2016)