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15 repositories · updated 2026-11-06

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1datawhalechina / easy-rlReinforcement learning Chinese tutorial (mushroom book🍄), online reading address: https://datawhalechina.github.io/easy-rl/Jupyter NotebookLicense not declaredInsufficient rank history14,871
2thu-ml / tianshouAn elegant PyTorch deep reinforcement learning library.PythonMIT · PermissiveInsufficient rank history11,049
3vwxyzjn / cleanrlHigh-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)PythonLicense not declaredInsufficient rank history10,650
4MorvanZhou / Reinforcement-learning-with-tensorflowSimple Reinforcement learning tutorials, Mofan Python Chinese AI teachingPythonMIT · PermissiveInsufficient rank history9,531
5udacity / deep-reinforcement-learningRepo for the Deep Reinforcement Learning Nanodegree programJupyter NotebookMIT · PermissiveInsufficient rank history5,184
6walkinglabs / hands-on-modern-rl🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.Jupyter NotebookLicense not declaredInsufficient rank history4,867
7andri27-ts / Reinforcement-LearningLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep LearningJupyter NotebookMIT · PermissiveInsufficient rank history4,750
8sweetice / Deep-reinforcement-learning-with-pytorchPyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....PythonMIT · PermissiveInsufficient rank history4,654
9AI4Finance-Foundation / ElegantRLMassively Parallel Deep Reinforcement Learning. 🔥PythonLicense not declaredInsufficient rank history4,377
10ikostrikov / pytorch-a2c-ppo-acktr-gailPyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).PythonMIT · PermissiveInsufficient rank history3,909
11AI4Finance-Foundation / FinRL-TradingFinRL-X: An AI-Native Modular Infrastructure for Quantitative TradingPythonApache-2.0 · PermissiveInsufficient rank history3,907
12simoninithomas / Deep_reinforcement_learning_CourseImplementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorchJupyter NotebookLicense not declaredInsufficient rank history3,902
13XinJingHao / DRL-PytorchClean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)PythonLicense not declaredInsufficient rank history3,463
14ShangtongZhang / DeepRLModularized Implementation of Deep RL Algorithms in PyTorchPythonMIT · PermissiveInsufficient rank history3,457
15kengz / SLM-LabModular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".PythonMIT · PermissiveInsufficient rank history1,366
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