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Constructing Temporal Abstractions Autonomously in Reinforcement Learning

, и . AI Magazine, 39 (1): 39--50 (марта 2018)
DOI: 10.1609/aimag.v39i1.2780

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Pierre Luc Kolber

Pierre-Luc Manteaux

Susan Almira Bacon

Luc Turmes

Luc Segoufin

 

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A Matrix Splitting Perspective on Planning with Options., и . CoRR, (2016)Exploring Scaling Trends in LLM Robustness., , , , , , и . CoRR, (2024)When Waiting is not an Option : Learning Options with a Deliberation Cost., , , и . CoRR, (2017)Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods., , , и . CoRR, (2019)Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation., , , и . AAAI, стр. 7886-7894. AAAI Press, (2022)OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning., , , , , и . AAAI, стр. 3199-3206. AAAI Press, (2018)When Waiting Is Not an Option: Learning Options With a Deliberation Cost., , , и . AAAI, стр. 3165-3172. AAAI Press, (2018)Course Correcting Koopman Representations., , , , , и . CoRR, (2023)Myriad: a real-world testbed to bridge trajectory optimization and deep learning., , , и . NeurIPS, (2022)Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier., , , , , и . ICLR, OpenReview.net, (2023)