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The Top 23 Deep Reinforcement Learning Actor Critic Open Source Projects

Open source projects categorized as Deep Reinforcement Learning Actor Critic
Categories > Machine Learning > Actor Critic
Categories > Machine Learning > Deep Reinforcement Learning
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
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
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
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
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
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
Reinforcement Learning Algorithms ⭐ 407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
most recent commit 3 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
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
Hands On Intelligent Agents With Openai Gym ⭐ 280
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
most recent commit a year ago
Acer ⭐ 238
Actor-critic with experience replay
most recent commit 2 years ago
Pytorch_sac ⭐ 232
PyTorch implementation of Soft Actor-Critic (SAC)
most recent commit 2 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
Baby A3c ⭐ 153
A high-performance Atari A3C agent in 180 lines of PyTorch
most recent commit 3 years ago
The 2 Latest Releases In Deep 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
Marl ⭐ 8
Multi-agent reinforcement learning framework
total releases 1latest release March 06, 2022most recent commit 4 years ago
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