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The Top 23 Rl Deep Reinforcement Learning Open Source Projects

Open source projects categorized as Rl Deep Reinforcement Learning
Categories > Machine Learning > Deep Reinforcement Learning
Practical_rl ⭐ 5,572
A course in reinforcement learning in the wild
most recent commit 4 months ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months 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 3 months agopypi rl-zoo3} Downloads
Noreward Rl ⭐ 1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit a year ago
Awesome Deep Rl ⭐ 1,225
For deep RL and the future of AI.
most recent commit a year ago
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28most recent commit 3 months agopypi d3rlpy} Downloads
Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20most recent commit 2 months agopypi mushroom-rl} Downloads
Gym Gazebo ⭐ 673
Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version
most recent commit 5 years ago
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6most recent commit a year ago
Sumo Rl ⭐ 545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
total releases 8most recent commit 3 months ago
Awesome Deep Rl ⭐ 477
A curated list of awesome Deep Reinforcement Learning resources.
most recent commit a year ago
Tensorflow Reinforce ⭐ 477
Implementations of Reinforcement Learning Models in Tensorflow
most recent commit 6 years ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23most recent commit 2 years ago
Pytorch Drl ⭐ 387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
most recent commit 6 years ago
Drq ⭐ 369
DrQ: Data regularized Q
most recent commit a year ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Reinforcement_learning_tutorial_with_demo ⭐ 357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
most recent commit 5 years ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 5 years ago
Deep_rl_trader ⭐ 337
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
most recent commit a year ago
Machine Learning Is All You Need ⭐ 337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
most recent commit 8 months ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 6 years ago
Rad ⭐ 273
RAD: Reinforcement Learning with Augmented Data
most recent commit 3 years ago
The 3 Most Depended On Rl 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
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
The 10 Latest Releases In Rl 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
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
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
Rl Plotter ⭐ 53
:sparkles: A plotter for reinforcement learning (RL)
total releases 18latest release December 08, 2021most recent commit 2 years ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23latest release June 18, 2021most recent commit 2 years ago
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6latest release September 21, 2020most recent commit a year ago
Rllite ⭐ 8
total releases 12latest release March 30, 2019most recent commit 5 years ago
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