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Temporally Extended Metrics for Markov Decision Processes.

, , , and . SafeAI@AAAI, volume 2301 of CEUR Workshop Proceedings, CEUR-WS.org, (2019)

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Temporally Extended Metrics for Markov Decision Processes., , , and . SafeAI@AAAI, volume 2301 of CEUR Workshop Proceedings, CEUR-WS.org, (2019)Learning Graph Weighted Models on Pictures., and . ICGI, volume 93 of Proceedings of Machine Learning Research, page 104-117. PMLR, (2018)Constrained Markov Decision Processes via Backward Value Functions., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8502-8511. PMLR, (2020)Exponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functions., , and . ALT, volume 132 of Proceedings of Machine Learning Research, page 1237-1264. PMLR, (2021)A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation., , , and . NeurIPS, (2022)Scalable Online Exploration via Coverability., , and . CoRR, (2024)The Optimal Approximation Factors in Misspecified Off-Policy Value Function Estimation., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 768-790. PMLR, (2023)On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function., , , , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 4355-4385. PMLR, (2021)A Variant of the Wang-Foster-Kakade Lower Bound for the Discounted Setting., , and . CoRR, (2020)A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 4357-4366. PMLR, (2020)