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[2103.10897] Bilinear Classes: A Structural Framework for ...
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由 SS Du 著作2021被引用 243 次 — This work introduces Bilinear Classes, a new structural framework, which permit generalization in reinforcement learning in a wide variety of settings.
A Structural Framework for Provable Generalization in RL
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由 S Du 著作2021被引用 243 次 — This work introduces Bilinear Classes, a new structural framework, which permit generaliza- tion in reinforcement learning in a wide variety.
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Bilinear Classes: A Structural Framework for Provable ...
Harvard University
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由 SS Du 著作2021被引用 243 次 — This work introduces Bilinear Classes, a new structural framework, which permit generalization in reinforcement learning in a wide variety of ...
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A Structural Framework for Provable Generalization in RL
ICML 2025
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We aim to understand natural sufficient conditions which capture the learnability in a general class of RL models. Part I: Generalization in Reinforcement ...
Bilinear Classes: A Structural Framework for Provable ...
Proceedings of Machine Learning Research
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Proceedings of Machine Learning Research
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由 SS Du 著作被引用 243 次 — This work introduces Bilinear Classes, a new structural framework, which permit generaliza- tion in reinforcement learning in a wide variety.
31 頁
A Structural Framework for Provable Generalization in RL
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This work provides an RL algorithm which has polynomial sample complexity for Bilinear Classes, a new structural framework which permit generalization in ...
A Structural Framework for Provable Generalization in RL
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2024年9月8日 — This work introduces Bilinear Classes, a new structural framework, which permit generalization in reinforcement learning in a wide variety ...
A Structural Framework for Provable Generalization in RL ...
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Bilinear Classes: A Structural Framework for Provable Generalization in RL. Jul 19, 2021. Speakers. GM · Gaurav Mahajan. Speaker · 0 followers.
Track: Reinforcement Learning Theory 1
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This work introduces Bilinear Classes, a new structural framework, which permit generalization in reinforcement learning in a wide variety of settings ...
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Bilinear classes: A structural framework for provable generalization in rl. S Du, S Kakade, J Lee, S Lovett, G Mahajan, W Sun, R Wang. International Conference ...
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