soft-actor-critic 开源项目推荐（235 个）

rail-berkeley /softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

quantumiracle /Popular-RL-Algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

Rafael1s /Deep-Reinforcement-Learning-Algorithms

深度强化学习算法框架下的 32 个项目：Q-learning、DQN、PPO、DDPG、TD3、SAC、A2C 等。每个项目都提供详细的训练日志。

pranz24 /pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

ikostrikov /jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

trackmania-rl /tmrl

Reinforcement Learning for real-time applications

TianhongDai /reinforcement-learning-algorithms

本仓库包含了大部分基于pytorch实现的经典深度强化学习算法，包括：DQN、DDQN、Dueling Network、DDPG、SAC、A2C、PPO、TRPO。（更多算法仍在开发中）

cpnota /autonomous-learning-library

用于构建深度强化学习智能体的 PyTorch 库。

zhaohaojie1998 /DRL-for-Path-Planning

深度强化学习路径规划, SAC路径规划, Soft Actor-Critic算法, SAC-pytorch，激光雷达Lidar避障，激光雷达仿真，Adaptive-SAC

denisyarats /pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

MishaLaskin /rad

RAD：使用增强数据的强化学习

zuoxingdong /lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

RITCHIEHuang /DeepRL_Algorithms

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

asieradzk /RL_Matrix

Deep Reinforcement Learning in C#

BY571 /Soft-Actor-Critic-and-Extensions

PyTorch 实现了软演员-批判和优先体验重放（PER）+ 强调近期体验（ERE）+ 孟乔森 RL + D2RL 及并行环境。

araffin /learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

denisyarats /pytorch_sac_ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

sungyubkim /Deep_RL_with_pytorch

A pytorch tutorial for DRL(Deep Reinforcement Learning)

pokaxpoka /sunrise

SUNRISE：深度强化学习中集成学习的简单统一框架

evgenii-nikishin /rl_with_resets

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"