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Constructing Temporal Abstractions Autonomously in Reinforcement Learning

, and . AI Magazine, 39 (1): 39--50 (March 2018)
DOI: 10.1609/aimag.v39i1.2780

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Reinforcement Learning using Kernel-Based Stochastic Factorization., , and . NIPS, page 720-728. (2011)Forethought and Hindsight in Credit Assignment., , and . NeurIPS, (2020)Temporally Abstract Partial Models., , , and . NeurIPS, page 1979-1991. (2021)Value-driven Hindsight Modelling., , , , , , , and . NeurIPS, (2020)Basis refinement strategies for linear value function approximation in MDPs., , and . NIPS, page 2899-2907. (2015)Predicting Future Disease Activity and Treatment Responders for Multiple Sclerosis Patients Using a Bag-of-Lesions Brain Representation., , , and . MICCAI (3), volume 10435 of Lecture Notes in Computer Science, page 186-194. Springer, (2017)Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates., and . ICLR, OpenReview.net, (2022)Learning Modular Safe Policies in the Bandit Setting with Application to Adaptive Clinical Trials., , and . AISafety@IJCAI, volume 2419 of CEUR Workshop Proceedings, CEUR-WS.org, (2019)A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3518-3529. PMLR, (2021)Gifting in Multi-Agent Reinforcement Learning., and . AAMAS, page 789-797. International Foundation for Autonomous Agents and Multiagent Systems, (2020)