Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Deep Reinforcement Learning Actor Critic Open Source Projects

Open source projects categorized as Python 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
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
Drq ⭐ 369
DrQ: Data regularized Q
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
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
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
Torch Ac ⭐ 134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
most recent commit 2 years ago
Episodic Transformer Memory Ppo ⭐ 99
Clean baseline implementation of PPO using an episodic TransformerXL memory
most recent commit 3 months ago
Reinforcementlearning Atarigame ⭐ 87
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
most recent commit 5 years ago
Explorer ⭐ 68
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
most recent commit a year ago
Deep_rl_zoo ⭐ 65
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
most recent commit 9 months ago
The 2 Latest Releases In Python 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
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.