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The Top 23 Reinforcement Learning Actor Critic Open Source Projects

Open source projects categorized as Reinforcement Learning Actor Critic
Categories > Machine Learning > Actor Critic
Categories > Machine Learning > Reinforcement Learning
Reinforcement Learning With Tensorflow ⭐ 8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 9 months 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
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
Reinforcement Learning ⭐ 3,119
Minimal and Clean Reinforcement Learning Examples
most recent commit a year ago
Chainerrl ⭐ 1,155
ChainerRL is a deep reinforcement learning library built on top of Chainer.
most recent commit 3 years ago
Pytorch A3c ⭐ 768
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
most recent commit 5 years ago
Deeprl Tutorials ⭐ 726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
most recent commit 3 years ago
Pytorch Rl ⭐ 703
Deep Reinforcement Learning with pytorch & visdom
most recent commit 6 years ago
Rlseq2seq ⭐ 610
Deep Reinforcement Learning For Sequence to Sequence Models
most recent commit 4 years ago
Dissecting Reinforcement Learning ⭐ 585
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
most recent commit a year ago
Rl_a3c_pytorch ⭐ 535
A3C LSTM Atari with Pytorch plus A3G design
most recent commit a year ago
Reaver ⭐ 516
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
total releases 14most recent commit 3 years ago
Tensorflow Reinforce ⭐ 477
Implementations of Reinforcement Learning Models in Tensorflow
most recent commit 6 years ago
Pytorch Soft Actor Critic ⭐ 414
PyTorch implementation of soft actor critic
most 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
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
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 6 years ago
Pytorch Cpp Rl ⭐ 308
PyTorch C++ Reinforcement Learning
most recent commit 4 years ago
Pytorch_sac ⭐ 232
PyTorch implementation of Soft Actor-Critic (SAC)
most recent commit 2 years ago
Adeptrl ⭐ 178
Reinforcement learning framework to accelerate research
total releases 2most recent commit 3 years ago
A2c ⭐ 159
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
most recent commit 5 years ago
Hierarchical Actor Critic Hac Pytorch ⭐ 154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
most recent commit 2 years ago
The 3 Latest Releases In Reinforcement Learning Actor Critic Open Source Projects
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
Adeptrl ⭐ 178
Reinforcement learning framework to accelerate research
total releases 2latest release January 27, 2020most recent commit 3 years ago
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