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

, , , and . NeurIPS, (2020)

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Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning., , , , , , and . CoLLAs, volume 232 of Proceedings of Machine Learning Research, page 376-398. PMLR, (2023)Correction to: Multi-agent reinforcement learning for fast-timescale demand response of residential loads., , , , , and . Mach. Learn., 113 (5): 3355 (May 2024)DEUP: Direct Epistemic Uncertainty Prediction., , , , , , , and . Trans. Mach. Learn. Res., (2023)DEUP: Direct Epistemic Uncertainty Prediction., , , , , , , and . CoRR, (2021)Multi-Agent Reinforcement Learning for Fast-Timescale Demand Response of Residential Loads., , , , , and . AAMAS, page 2502-2504. ACM, (2023)The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning., , , and . NeurIPS, (2020)Continuous Coordination As a Realistic Scenario for Lifelong Learning., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 8016-8024. PMLR, (2021)Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi., , , , and . CoLLAs, volume 232 of Proceedings of Machine Learning Research, page 861-877. PMLR, (2023)