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Decision Transformer: Reinforcement Learning via Sequence Modeling

, , , , , , , , and . (2021)cite arxiv:2106.01345Comment: First two authors contributed equally. Last two authors advised equally.

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Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning., , , , , , , and . AAAI, page 6028-6036. AAAI Press, (2022)Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning., , , , , and . CoRR, (2020)Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences., , , , , and . CoRR, (2023)Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments., , , , , , and . CoRR, (2021)A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks., , , and . NeurIPS, page 7167-7177. (2018)Improving Transferability of Representations via Augmentation-Aware Self-Supervision., , , , and . NeurIPS, page 17710-17722. (2021)Controllability-Aware Unsupervised Skill Discovery., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 27225-27245. PMLR, (2023)State Entropy Maximization with Random Encoders for Efficient Exploration., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 9443-9454. PMLR, (2021)Learning to Sample with Local and Global Contexts in Experience Replay Buffer., , , , and . ICLR, OpenReview.net, (2021)Learning to Sample with Local and Global Contexts in Experience Replay Buffer., , , , and . CoRR, (2020)