#Actor-critic

vwxyzjn

cleanrl

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

MorvanZhou

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

sweetice

Deep-reinforcement-learning-with-pytorch

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

ikostrikov

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

simoninithomas

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

rlcode

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

ikostrikov

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

qfettes

DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

jingweiz

pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

omerbsezer

Reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

TianhongDai

reinforcement-learning-algorithms

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)

MorvanZhou

pytorch-A3C

Simple A3C implementation with pytorch + multiprocessing

denisyarats

pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

inoryy

reaver

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

heronsystems

adeptRL

Reinforcement learning framework to accelerate research

greydanus

visualize_atari

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

lubludrova

rl-handbook

A comprehensive guide to Reinforcement Learning

qlan3

Explorer

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

henry-prior

jax-rl

JAX implementations of core Deep RL algorithms

BY571

Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

SnowCheetos

AutoMoonBot

Algorithmic trading using heterogeneous graph neural network and reinforcement learning, pre-alpha

abhilash1910

Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading