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Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration.

, , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1188-1199. PMLR, (2020)

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Importance Weighted Transfer of Samples in Reinforcement Learning., , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4943-4952. PMLR, (2018)A Probabilistic Framework for Weighting Different Sensor Data in MUREA., , and . RoboCup, volume 3020 of Lecture Notes in Computer Science, page 678-685. Springer, (2003)Filling the Gap among Coordination, Planning, and Reaction Using a Fuzzy Cognitive Model., , and . RoboCup, volume 3020 of Lecture Notes in Computer Science, page 662-669. Springer, (2003)A Framework for Robust Sensing in Multi-agent Systems., , and . RoboCup, volume 2377 of Lecture Notes in Computer Science, page 287-292. Springer, (2001)Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems., , and . IJCNN, page 1-8. IEEE, (2012)Estimating Maximum Expected Value through Gaussian Approximation., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1032-1040. JMLR.org, (2016)Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game., , , and . Adaptive Agents and Multi-Agents Systems, volume 4865 of Lecture Notes in Computer Science, page 129-144. Springer, (2007)Inverse Reinforcement Learning with Sub-optimal Experts., , , and . CoRR, (2024)A Practical Guide to Multi-Objective Reinforcement Learning and Planning., , , , , , , , , and 8 other author(s). CoRR, (2021)Simultaneously Updating All Persistence Values in Reinforcement Learning., , , , and . CoRR, (2022)