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The Top 23 Deep Learning Pytorch Reinforcement Learning Open Source Projects

Open source projects categorized as Deep Learning Pytorch Reinforcement Learning
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Reinforcement Learning
Pytorch Learn Reinforcement Learning ⭐ 42
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
most recent commit 3 years ago
Ml Bots Surviv.io ⭐ 40
most recent commit 2 years ago
Ppo ⭐ 40
PyTorch implementation of Proximal Policy Optimization
most recent commit 6 years ago
Strokenet ⭐ 40
a neural network that draws digits using strokes
most recent commit 5 years ago
Moldqn Pytorch ⭐ 40
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
most recent commit 3 years ago
Pytorch_sac_ae ⭐ 38
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
most recent commit 4 years ago
Minerva ⭐ 36
An out-of-the-box GUI tool for offline deep reinforcement learning
total releases 8most recent commit 3 years ago
Reinforcement Learning Pytorch Cartpole ⭐ 36
Simple Cartpole example writed with pytorch.
most recent commit 5 years ago
Pytorchrl ⭐ 36
Deep Reinforcement Learning algorithms implemented in PyTorch
most recent commit 6 years ago
Minimal Nas ⭐ 36
Minimal implementation of a Neural Architecture Search system.
most recent commit 5 years ago
Policy Gradient Methods ⭐ 35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
most recent commit 5 years ago
Ppo Pytorch ⭐ 35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
most recent commit 5 years ago
Proto ⭐ 34
Proto-RL: Reinforcement Learning with Prototypical Representations
most recent commit 3 years ago
Rl Gallery ⭐ 34
A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.
most recent commit 5 years ago
Ddqn With Pytorch For Openai Gym ⭐ 32
Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.
most recent commit 8 months ago
Note ⭐ 31
Easily implement parallel training and distributed training. Machine learning library.
most recent commit 3 months ago
Pytorch Rl Cpp ⭐ 31
A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
most recent commit 5 years ago
Machine Learning ⭐ 31
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
most recent commit 4 years ago
Drlkit ⭐ 29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
total releases 17most recent commit 3 years ago
Catalyst Rl Framework ⭐ 29
Catalyst.RL: A Distributed Framework for Reproducible RL Research
most recent commit 5 years ago
Rainy ⭐ 28
☔ Deep RL agents with PyTorch☔
dependent packages 1total releases 12most recent commit 3 years agopypi rainy} Downloads
Marlclassification ⭐ 27
Image classification using reinforcement learning and multi-agent system
most recent commit a year ago
Rl_pytorch ⭐ 27
Deep Reinforcement Learning Algorithms Implementation in PyTorch
most recent commit a year ago
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