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Deep Reinforcement Learning

Papers

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TitleStatusHype
One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment LocomotionCode3
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning LibraryCode3
Class Symbolic Regression: Gotta Fit 'Em AllCode3
Learning Bipedal Walking for Humanoids with Current FeedbackCode3
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement LearningCode3
Learning Bipedal Walking On Planned Footsteps For Humanoid RobotsCode3
CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning AlgorithmsCode3
Tianshou: a Highly Modularized Deep Reinforcement Learning LibraryCode3
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative FinanceCode3
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