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sac

thu-ml/tianshou
Python
8706
14 天前

Massively Parallel Deep Reinforcement Learning. 🔥

Python
4137
1 天前

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

Python
3050
2 年前

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
2864
2 个月前
kengz/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Python
1296
6 个月前

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Jupyter Notebook
928
4 年前
Jupyter Notebook
707
3 年前

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

Python
682
5 年前

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Python
608
3 年前

PyTorch implementation of deep reinforcement learning algorithms

Python
495
4 年前
Python
448
4 年前

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Jupyter Notebook
432
4 年前

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

Python
414
1 年前

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Python
414
4 年前