1.vwxyzjn / cleanrlHigh-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)wandbreinforcement-learningpytorchpythongymmachine-learning+10 morePythonOther license11K total1.2K forks+151 starsfrom 10,475 · score 5.02
2.AI4Finance-Foundation / FinRL-TradingFinRL-X: An AI-Native Modular Infrastructure for Quantitative Tradingdeep-reinforcement-learningstock-tradinga2c-algorithmppoddpgensemble-strategy+8 morePythonAPACHE-2.03.9K total1.1K forks+114 starsfrom 3,775 · score 4.74
3.thu-ml / tianshouAn elegant PyTorch deep reinforcement learning library.pytorchpolicy-gradientdqndouble-dqna2cddpg+13 morePythonMIT11K total1.4K forks+51 starsfrom 10,997 · score 3.95