a2c

ReinforcementLearningZoo.jl

rl_implementations

Deep-Reinforcement-Learning-with-pytorch

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

rl-policies-attacks-defenses

Adversarial attacks on Deep Reinforcement Learning (RL)

Actor-Critic-PyTorch

Policy Gradient Actor-Critic PyTorch | Lunar Lander v2

Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

self-imitation-learning-pytorch

This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.

Pensieve-PPO

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

RL-Experiments

High-quality implementations of deep reinforcement learning algorithms for experiments

pytorch-a2c

A well-documented A2C written in PyTorch

Reinforcement_learning_with_pytorch

Implement some algorithms of RL

rl_bootcamp

Repository for slides & codes of RL Korea Bootcamp

snake-reinforcement-learning

AI (A2C agent) mastering the game of Snake with TensorFlow 2.0

Deep-Reinforcement-Learning-Notebooks

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

Rainy

:umbrella: Deep RL agents with PyTorch:umbrella:

Portfolio-Management-ActorCriticRL

Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO

policy_based_RL

The implement of the policy gradient RL algorithm with pytorch

pytorch-a2clstm-DRQN

using recurrent networks(LSTM) to solve POMDPs

Meta-RL-TwoStep-Task

PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!

rl_lib

Series of deep reinforcement learning algorithms 🤖

Reinforcement-Learning-For-Dialogue-Systems

Reinforcement Learning For Dialogue Systems 强化学习在对话系统中的应用 论文或开源应用总结

Deep-rl-mxnet

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

pommerman

:bomb: Bomberman deep reinforcement learning challenge in PyTorch

RLCodebase

RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms

AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

sc2atari

Convert sc2 environment to gym-atari and play some mini-games

car_racer_gym

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

tbase

Baselines of reinforcement learning trading agents for China stock market

XuanCE-Tiny

A clean framework and implementations for reinforcement learning algorithms.

Deep-Reinforcement-Learning

To keep track and showcase

RLToolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

rl-basics

Simple single file implementation of Deep Reinforcement Learning algorithms

actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

rl_with_jax

clear single-file JAX implementations of common RL algorithms