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PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

Python 136 23 Updated May 6, 2024

Code for conservative Q-learning

Python 443 71 Updated Dec 7, 2021

Clean, 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)

Python 2,521 319 Updated May 10, 2025

《跟我一起深度学习》@月来客栈 出品

Python 219 35 Updated Apr 28, 2025

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

Python 1,498 424 Updated Feb 11, 2025

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Python 2,905 737 Updated Apr 30, 2025