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easy-rl

Datawhale@datawhalechina

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg

Jupyter Notebook9.77 k

1 个月前🇨🇳

tianshou

@thu-ml

An elegant PyTorch deep reinforcement learning library.

翻译 - 优雅，灵活和超快的PyTorch深度强化学习平台。

PyTorch policy-gradient dqn double-dqn a2c ddpg ppo td3 sac imitation-learning

Python8.06 k

13 天前

cleanrl

@vwxyzjn

#计算机科学#High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

wandb reinforcement-learning PyTorch Python gym 机器学习 deep-reinforcement-learning 深度学习 atari ale a2c proximal-policy-optimization ppo advantage-actor-critic actor-critic phasic-policy-gradient

Python5.93 k

1 个月前

Deep-reinforcement-learning-with-pytorch

@sweetice

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

翻译 - DQN、AC、ACER、A2C、A3C、PG、DDPG、TRPO、PPO、SAC、TD3 和...的 PyTorch 实现。

policy-gradient PyTorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c

Python4.03 k

2 年前

ElegantRL

@AI4Finance-Foundation

Massively Parallel Deep Reinforcement Learning. 🔥

翻译 - 使用Pytorch的深度加强学习算法轻量级，高效稳定的实现。

PyTorch reinforcement-learning ppo sac td3 dqn ddpg stable lightweight efficient

Python3.79 k

1 个月前

minimalRL

@seungeunrho

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

翻译 - 用最少的代码行实现基本的RL算法！（基于火炬）

a3c ppo a2c reinforce acer dqn

Python2.9 k

2 年前

Super-mario-bros-PPO-pytorch

@vietnh1009

#计算机科学#Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

翻译 - 超级马里奥兄弟的近距离策略优化（PPO）算法

reinforcement-learning ppo ppo2 PyTorch gym Python 深度学习 super-mario-bros mario

Python1.11 k

3 年前