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The Top 23 Deep Learning Rl Open Source Projects

Open source projects categorized as Deep Learning Rl
Categories > Machine Learning > Deep Learning
Reinforcement Learning ⭐ 19,193
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
total releases 1most recent commit 9 months ago
Spinningup ⭐ 9,367
An educational resource to help anyone learn deep reinforcement learning.
most recent commit 3 months ago
Awesome Rl ⭐ 8,195
Reinforcement learning resources curated
most recent commit a year ago
Practical_rl ⭐ 5,572
A course in reinforcement learning in the wild
most recent commit 4 months ago
Financial Machine Learning ⭐ 5,277
A curated list of practical financial machine learning tools and applications.
most recent commit 3 months ago
Deep Reinforcement Learning Hands On ⭐ 2,527
Hands-on Deep Reinforcement Learning, published by Packt
most recent commit a year ago
Rl Adventure ⭐ 2,450
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
most recent commit 2 years ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Coach ⭐ 2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
dependent packages 1total releases 13most recent commit a year agopypi rl-coach} Downloads
Muzero General ⭐ 2,203
MuZero
most recent commit 7 months ago
Papers Literature Ml Dl Rl Ai ⭐ 1,798
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
most recent commit a year ago
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
Basic_reinforcement_learning ⭐ 978
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
most recent commit 9 months ago
Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20most recent commit 2 months agopypi mushroom-rl} Downloads
Polyrnn Pp Pytorch ⭐ 634
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
most recent commit 5 years ago
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15most recent commit 4 months agopypi rl-games} Downloads
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6most recent commit a year ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 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
Real Time Ml Project ⭐ 437
A curated list of applied machine learning and data science notebooks and libraries across different industries.
most recent commit 4 months ago
The 6 Most Depended On Deep Learning Rl Open Source Projects
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} 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
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
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15latest release September 28, 2023most recent commit 4 months agopypi rl-games} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
Coach ⭐ 2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
dependent packages 1total releases 13latest release October 10, 2019most recent commit a year agopypi rl-coach} Downloads
The 10 Latest Releases In Deep Learning Rl 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
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15latest release September 28, 2023most recent commit 4 months agopypi rl-games} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} 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
Helx ⭐ 9
Interoperating between (Deep) Reiforcement Learning libraries
total releases 5latest release January 31, 2023most recent commit 3 months ago
Rl Toolkit ⭐ 17
RL-Toolkit: A Research Framework for Robotics
total releases 29latest release February 09, 2022most recent commit 3 months ago
Dm_env ⭐ 271
A Python interface for reinforcement learning environments
total releases 3latest release July 12, 2021most recent commit a year ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23latest release June 18, 2021most recent commit 2 years ago
Imbdrl ⭐ 19
Imbalanced Classification with Deep Reinforcement Learning
total releases 5latest release January 26, 2021most recent commit a year ago
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