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The Top 23 Pytorch Deep Reinforcement Learning Open Source Projects

Open source projects categorized as Pytorch Deep Reinforcement Learning
Categories > Machine Learning > Deep Reinforcement Learning
F Irl ⭐ 33
Inverse Reinforcement Learning via State Marginal Matching - CoRL 2020
most recent commit 9 months ago
Reinforcementlearning ⭐ 32
强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy basd)的代码，代码都经过调试并可以运行
most recent commit 6 months ago
Note ⭐ 31
Easily implement parallel training and distributed training. Machine learning library.
most recent commit 3 months ago
Dqn Using Pytorch And Ml Agents ⭐ 31
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
most recent commit 5 years ago
Drl_graph_exploration ⭐ 31
Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs
most recent commit 3 years ago
Pyrl ⭐ 29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
most recent commit 2 years ago
Deterministic Gail Pytorch ⭐ 29
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
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
A3c Super Mario Pytorch ⭐ 28
Reinforcement Learning for Super Mario Bros using A3C on GPU
most recent commit 6 years ago
Rainy ⭐ 28
☔ Deep RL agents with PyTorch☔
dependent packages 1total releases 12most recent commit 3 years agopypi rainy} Downloads
Rl_pytorch ⭐ 27
Deep Reinforcement Learning Algorithms Implementation in PyTorch
most recent commit a year ago
Reinforcement_learning_with_pytorch ⭐ 27
Implement some algorithms of RL
most recent commit a year ago
Decentralized Rl ⭐ 26
Decentralized Reinforcment Learning: Global Decision-Making via Local Economic Transactions (ICML 2020)
most recent commit 3 years ago
Gail Pytorch ⭐ 26
A simple implementation of Generative Adversarial Imitation Learning with PyTorch
most recent commit 2 years ago
Rl Policies Attacks Defenses ⭐ 26
Adversarial attacks on Deep Reinforcement Learning (RL)
most recent commit 3 years ago
General ⭐ 25
国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架
most recent commit 4 years ago
Practical_rl ⭐ 24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
most recent commit 6 years ago
Spatial Action Maps ⭐ 23
Learning robotic mobile manipulation with deep reinforcement learning
most recent commit 2 years ago
Obs Causal Q Network ⭐ 23
AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks
most recent commit a year ago
Paac.pytorch ⭐ 21
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
most recent commit 6 years ago
Rl4net Te ⭐ 21
RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking
most recent commit 2 years ago
Rlrd ⭐ 20
PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)
most recent commit 2 years ago
Hierarchical Meta Reinforcement Learning ⭐ 19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
most recent commit 5 years ago
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