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Challenges of real-world reinforcement learning: definitions, benchmarks and analysis.

, , , , , , and . Mach. Learn., 110 (9): 2419-2468 (2021)

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Robust Reinforcement Learning for Continuous Control with Model Misspecification., , , , , , , and . CoRR, (2019)Actively Learning to Attract Followers on Twitter., , and . CoRR, (2015)Neural Rate Control for Video Encoding using Imitation Learning., , , , , , , , , and 2 other author(s). CoRR, (2020)Shallow Updates for Deep Reinforcement Learning., , , , and . NIPS, page 3135-3145. (2017)Balancing Constraints and Rewards with Meta-Gradient D4PG., , , , , , and . CoRR, (2020)An Extended Relevance Model for Session Search., , and . SIGIR, page 865-868. ACM, (2017)Improved Knowledge Distillation via Teacher Assistant., , , , , and . AAAI, page 5191-5198. AAAI Press, (2020)Balancing Constraints and Rewards with Meta-Gradient D4PG., , , , , , and . ICLR, OpenReview.net, (2021)Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control., , , , , and . ICLR, OpenReview.net, (2020)Robust Reinforcement Learning for Continuous Control with Model Misspecification., , , , , , , , , and . ICLR, OpenReview.net, (2020)