Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Cleanrl	3,947		3 months ago			49	other	Python
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Deep Reinforcement Learning With Pytorch	2,741		a year ago			26	mit	Python
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Minimalrl	2,417		a year ago			21	mit	Python
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Deeptraffic	1,684		9 months ago			6	mit	JavaScript
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
Snake	1,596		a month ago				apache-2.0	Python
Artificial intelligence for the Snake game.
D3rlpy	1,149	4	3 months ago	28	December 02, 2023	45	mit	Python
An offline deep reinforcement learning library
Rlzoo	561		a year ago	6	September 21, 2020	8	apache-2.0	Python
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Reinforcementlearning.jl	538		4 months ago			35	other	Julia
A reinforcement learning package for Julia
Gdrl	422		2 years ago				bsd-3-clause	Jupyter Notebook
Grokking Deep Reinforcement Learning
Reinforcement Learning Algorithms	407		3 years ago			4		Python
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)

Alternatives To Marl

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Cleanrl ⭐ 3,947

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

most recent commit 3 months ago

Deep Reinforcement Learning With Pytorch ⭐ 2,741

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

most recent commit a year ago

Minimalrl ⭐ 2,417

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

most recent commit a year ago

Deeptraffic ⭐ 1,684

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

most recent commit 9 months ago

Snake ⭐ 1,596

Artificial intelligence for the Snake game.

most recent commit a month ago

D3rlpy ⭐ 1,149

An offline deep reinforcement learning library

dependent packages 4total releases 28most recent commit 3 months ago

Rlzoo ⭐ 561

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

total releases 6most recent commit a year ago

Reinforcementlearning.jl ⭐ 538

A reinforcement learning package for Julia

most recent commit 4 months ago

Gdrl ⭐ 422

Grokking Deep Reinforcement Learning

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Reinforcement Learning Algorithms ⭐ 407

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)

most recent commit 3 years ago

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