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The Top 23 Pytorch Deep Reinforcement Learning Ppo Open Source Projects

Open source projects categorized as Pytorch Deep Reinforcement Learning Ppo
Categories > Machine Learning > Deep Reinforcement Learning
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 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
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
Deeprl ⭐ 2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 2 years 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
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
Ppo Pytorch ⭐ 1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 5 months ago
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 2 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 ⭐ 638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
most recent commit 3 years ago
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months 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
Deep_rl ⭐ 372
PyTorch implementations of deep reinforcement learning algorithms
most recent commit 3 years ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 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
Rlgraph ⭐ 241
RLgraph: Modular computation graphs for deep reinforcement learning
most recent commit 4 years ago
Deep_rl_with_pytorch ⭐ 174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
most recent commit a year 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
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit 3 years ago
The 2 Most Depended On Pytorch Deep Reinforcement Learning Ppo Open Source Projects
Rainy ⭐ 28
:umbrella: Deep RL agents with PyTorch:umbrella:
dependent packages 1total releases 12latest release October 05, 2020most recent commit 3 years agopypi rainy} Downloads
The 6 Latest Releases In Pytorch Deep Reinforcement Learning Ppo Open Source Projects
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 5 months ago
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
Rainy ⭐ 28
:umbrella: Deep RL agents with PyTorch:umbrella:
dependent packages 1total releases 12latest release October 05, 2020most recent commit 3 years agopypi rainy} Downloads
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