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The Top 23 Deep Reinforcement Learning Open Source Projects

Open source projects categorized as Deep Reinforcement Learning
Categories > Machine Learning > Deep Reinforcement Learning
Ml From Scratch ⭐ 23,095
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
total releases 4most recent commit 6 months ago
Airsim ⭐ 15,865
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 2total releases 14most recent commit 13 days agopypi airsim} Downloads
Ml Agents ⭐ 15,707
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
dependent packages 17total releases 46most recent commit 5 months agopypi mlagents} Downloads
Deep Learning Drizzle ⭐ 10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit a year ago
Carla ⭐ 10,122
Open-source simulator for autonomous driving research.
dependent packages 4total releases 7most recent commit 3 months agopypi carla} Downloads
Mit Deep Learning ⭐ 9,897
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit 4 months ago
Finrl ⭐ 9,072
FinRL: Financial Reinforcement Learning. 🔥
total releases 8most recent commit 4 days ago
Trax ⭐ 7,818
Trax — Deep Learning with Clear Code and Speed
dependent packages 1total releases 24most recent commit 5 months agopypi trax} Downloads
Easy Rl ⭐ 7,643
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github
most recent commit 3 months ago
Introtodeeplearning ⭐ 6,826
Lab Materials for MIT 6.S191: Introduction to Deep Learning
most recent commit 2 months ago
Pwnagotchi ⭐ 6,783
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
most recent commit 3 months ago
Deeplearningflappybird ⭐ 6,589
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
most recent commit 24 days ago
Practical_rl ⭐ 5,572
A course in reinforcement learning in the wild
most recent commit 4 months ago
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 months ago
Reinforcement Learning ⭐ 4,097
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
most recent commit 4 years ago
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_course ⭐ 3,581
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
most recent commit a year ago
Deep Rl Class ⭐ 3,459
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
most recent commit 3 months ago
Pytorch A2c Ppo Acktr Gail ⭐ 3,450
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).
most recent commit 2 years ago
Tensorforce ⭐ 3,275
Tensorforce: a TensorFlow library for applied reinforcement learning
dependent packages 2total releases 24most recent commit 8 months agopypi Tensorforce} Downloads
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
The 10 Most Depended On 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 9 months agopypi rlcard} Downloads
Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20latest release October 30, 2023most recent commit 2 months agopypi mushroom-rl} Downloads
Carla ⭐ 10,122
Open-source simulator for autonomous driving research.
dependent packages 4total releases 7latest release November 14, 2023most recent commit 3 months agopypi carla} Downloads
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 3 months agopypi d3rlpy} Downloads
Tensorforce ⭐ 3,275
Tensorforce: a TensorFlow library for applied reinforcement learning
dependent packages 2total releases 24latest release August 30, 2021most recent commit 8 months agopypi Tensorforce} Downloads
Airsim ⭐ 15,865
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 2total releases 14latest release September 20, 2022most recent commit 13 days agopypi airsim} Downloads
The 10 Latest Releases In 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 3 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
Carla ⭐ 10,122
Open-source simulator for autonomous driving research.
dependent packages 4total releases 7latest release November 14, 2023most recent commit 3 months agopypi carla} Downloads
Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20latest release October 30, 2023most recent commit 2 months agopypi mushroom-rl} Downloads
Reinforced Lib ⭐ 60
Reinforcement learning library
total releases 5latest release July 23, 2023most recent commit 3 months ago
Omnisafe ⭐ 831
OmniSafe is an infrastructural framework for accelerating SafeRL research.
total releases 8latest release June 01, 2023most recent commit 16 days ago
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