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The Top 23 Python Deep Reinforcement Learning Open Source Projects

Open source projects categorized as Python Deep Reinforcement Learning
Categories > Machine Learning > Deep Reinforcement Learning
Trax ⭐ 7,818
Trax — Deep Learning with Clear Code and Speed
dependent packages 1total releases 24most recent commit 5 months agopypi trax} Downloads
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 4 months ago
Reinforcement Learning ⭐ 3,119
Minimal and Clean Reinforcement Learning Examples
most recent commit a year ago
Deeprl ⭐ 2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 2 years 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
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40most recent commit 10 months agopypi rlcard} Downloads
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months ago
Ppoxfamily ⭐ 1,979
PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）
most recent commit 7 months ago
Habitat Lab ⭐ 1,670
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
most recent commit a month ago
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 4 months agopypi rl-zoo3} Downloads
Snake ⭐ 1,596
Artificial intelligence for the Snake game.
most recent commit a month ago
Deep Rl Tensorflow ⭐ 1,505
TensorFlow implementation of Deep Reinforcement Learning papers
most recent commit 6 years ago
Top Deep Learning ⭐ 1,437
Top 200 deep learning Github repositories sorted by the number of stars.
most recent commit 2 years ago
Di Star ⭐ 1,391
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
most recent commit 10 months ago
Noreward Rl ⭐ 1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit 2 years ago
Rainbow ⭐ 1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 2 years ago
Ppo Pytorch ⭐ 1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 5 months ago
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28most recent commit 4 months agopypi d3rlpy} Downloads
Softlearning ⭐ 1,108
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
most recent commit 5 months ago
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 2 years ago
Finrl Meta ⭐ 1,049
FinRL­-Meta: Dynamic datasets and market environments for FinRL.
total releases 3most recent commit 4 months ago
Ai Economist ⭐ 1,022
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
total releases 13most recent commit 9 months ago
The 10 Most Depended On Python Deep Reinforcement Learning Open Source Projects
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 10 months agopypi rlcard} Downloads
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 4 months agopypi d3rlpy} Downloads
Pygame Learning Environment ⭐ 727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
dependent packages 1total releases 1latest release August 23, 2016most recent commit 4 years agopypi ple} Downloads
Neptune Contrib ⭐ 26
This library is a location of the LegacyLogger for PyTorch Lightning.
dependent packages 1total releases 77latest release October 07, 2021most recent commit 2 years agopypi neptune-contrib} Downloads
Trax ⭐ 7,818
Trax — Deep Learning with Clear Code and Speed
dependent packages 1total releases 24latest release October 26, 2021most recent commit 5 months agopypi trax} Downloads
Or Gym ⭐ 269
Environments for OR and RL Research
dependent packages 1total releases 9latest release September 02, 2022most recent commit a year agopypi or-gym} Downloads
Rainy ⭐ 28
:umbrella: Deep RL agents with PyTorch:umbrella:
dependent packages 1total releases 12latest release October 05, 2020most recent commit 3 years agopypi rainy} Downloads
The 10 Latest Releases In Python Deep Reinforcement Learning Open Source Projects
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 4 months agopypi d3rlpy} Downloads
Arena ⭐ 239
DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation
dependent packages 1total releases 31latest release November 29, 2023most recent commit 4 months agopypi diambra-arena} Downloads
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 5 months ago
Reinforced Lib ⭐ 60
Reinforcement learning library
total releases 5latest release July 23, 2023most recent commit 4 months ago
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 10 months agopypi rlcard} Downloads
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
Abcdrl ⭐ 35
Modular Single-file Reinfocement Learning Algorithms Library
total releases 3latest release March 01, 2023most recent commit a year ago
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