pytorch-rl 开源项目推荐（58 个）

udacity /deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

opendilab /DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Khrylx /PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

xuehy /pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

awarebayes /RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

Omegastick /pytorch-cpp-rl

PyTorch C++ Reinforcement Learning

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)

opendilab /DI-engine-docs

DI-engine docs (Chinese and English)

nikhilbarhate99 /Hierarchical-Actor-Critic-HAC-PyTorch

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

bentrevett /pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

devendrachaplot /DeepRL-Grounding

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

devendrachaplot /Neural-Localization

Train an RL agent to localize actively (PyTorch)

greydanus /baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

pandezhao /alpha_sigma

A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

mdeib /berkeley-deep-RL-pytorch-solutions

Pytorch solutions for UC Berkeley's cs285 assignments

dongminlee94 /Samsung-DRL-Code

A repository for implementation of deep reinforcement learning lectured at Samsung

cyoon1729 /Policy-Gradient-Methods

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

aksub99 /MolDQN-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

mdeib /berkeley-deep-RL-pytorch-starter

Pytorch starter code for UC Berkeley's cs285 assignments

cyoon1729 /Multi-agent-reinforcement-learning

Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG