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Challenges of real-world reinforcement learning: definitions, benchmarks and analysis., , , , , , and . Mach. Learn., 110 (9): 2419-2468 (2021)Controlling Commercial Cooling Systems Using Reinforcement Learning., , , , , , , , , and 25 other author(s). CoRR, (2022)Optimizing Memory Mapping Using Deep Reinforcement Learning., , , , , , , , , and 8 other author(s). CoRR, (2023)Faster sorting algorithms discovered using deep reinforcement learning., , , , , , , , , and 20 other author(s). Nat., 618 (7964): 257-263 (2023)Transformers Meet Directed Graphs., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 11144-11172. PMLR, (2023)Active Offline Policy Selection., , , , , , , and . NeurIPS, page 24631-24644. (2021)A Framework for Computing Bounds for the Return of a Policy., , and . EWRL, volume 7188 of Lecture Notes in Computer Science, page 201-212. Springer, (2011)COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation., , , , , , and . ICLR, OpenReview.net, (2022)Hyperparameter Selection for Offline Reinforcement Learning., , , , , , , and . CoRR, (2020)Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning., , , , , and . CoRR, (2022)