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Open Source Libraries
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A2c
51 Open Source A2c Software Projects
Free and open source a2c code projects including engines, APIs, generators, and tools.
Andri27 Ts Reinforcement Learning
3051 ⭐
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Deep_reinforcement_learning_course
2970 ⭐
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Shangtongzhang Deeprl
2162 ⭐
Modularized Implementation of Deep RL Algorithms in PyTorch
Pytorch A2c Ppo Acktr Gail
2365 ⭐
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).
Tianshou
2134 ⭐
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.
Minimalrl
1551 ⭐
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Deep Reinforcement Learning With Pytorch
1408 ⭐
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Slm Lab
836 ⭐
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Deeprl Tutorials
767 ⭐
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Pytorch Rl
577 ⭐
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Autonomous Learning Library
373 ⭐
A PyTorch library for building deep reinforcement learning agents.
Reinforcement Learning Algorithms
439 ⭐
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)
Pytorch Cpp Rl
365 ⭐
PyTorch C++ Reinforcement Learning
Deep Rl Keras
345 ⭐
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Rl Starter Files
274 ⭐
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
Deeprl Tensorflow2
225 ⭐
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Pytorch Madrl
239 ⭐
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Tensorflow2 Deep Reinforcement Learning
196 ⭐
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
Mg2033 A2c
169 ⭐
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
Rlcycle
149 ⭐
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Pysc2 Rl Agents
108 ⭐
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
Deep_rl_with_pytorch
106 ⭐
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Sc2aibot
85 ⭐
Implementing reinforcement-learning algorithms for pysc2 -environment
Mario_rl
59 ⭐
Self Imitation Learning Pytorch
59 ⭐
This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.
Bentrevett Pytorch Rl
126 ⭐
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Cyoon1729 Policy Gradient Methods
49 ⭐
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Torch Ac
80 ⭐
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Rl Experiments
46 ⭐
High-quality implementations of deep reinforcement learning algorithms for experiments
Machin
87 ⭐
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Rl_bootcamp
40 ⭐
Repository for slides & codes of RL Korea Bootcamp
Rl_implementations
39 ⭐
Deep Reinforcement Learning Drone Control
33 ⭐
A drone control system based on deep reinforcement learning with Tensorflow and ROS
Snake Reinforcement Learning
28 ⭐
AI (A2C agent) mastering the game of Snake with TensorFlow 2.0
Pythonlessons Reinforcement_learning
32 ⭐
Reinforcement learning tutorials
Sc2atari
19 ⭐
Convert sc2 environment to gym-atari and play some mini-games
Deep Rl Mxnet
20 ⭐
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Rainy
19 ⭐
:umbrella: Deep RL agents with PyTorch:umbrella:
Actor Critic Pytorch
26 ⭐
Policy Gradient Actor-Critic PyTorch | Lunar Lander v2
Pytorch A2c
17 ⭐
A well-documented A2C written in PyTorch
Deep Reinforcement Learning Algorithm Collection
27 ⭐
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Pensieve Ppo
15 ⭐
A simplest implementation of Pensieve (SIGCOMM 17') via PPO.
Reinforcementlearningzoo.jl
18 ⭐
Deep Reinforcement Learning Notebooks
12 ⭐
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.
Atta2c
12 ⭐
Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning
Cat_mouse_continuous_rl
10 ⭐
Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle
Deep Reinforcement Learning Algorithms
50 ⭐
25 projects in the framework of Deep Reinforcement Learning algorithms: DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Null
11 ⭐
PyTorch implementation of some reinforcement learning algorithms: Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), V-MPO, Behavior Cloning (BC). More algorithms will be added.
Null
11 ⭐
using recurrent networks(LSTM) to solve POMDPs
Null
101 ⭐
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Null
10 ⭐
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