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The Top 23 Python Ppo Ddpg Open Source Projects

Open source projects categorized as Python Ppo Ddpg
Reinforcement Learning With Tensorflow ⭐ 8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 9 months ago
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Deeprl ⭐ 2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 2 years 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
Rl Baselines Zoo ⭐ 1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit 2 years ago
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months ago
Rlcode ⭐ 560
most recent commit a year ago
Huskarl ⭐ 417
Deep Reinforcement Learning Framework + Algorithms
total releases 3most recent commit a year 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
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
Xuance ⭐ 339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
most recent commit 3 months 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
Stable Baselines ⭐ 221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
most recent commit 2 years ago
Machin ⭐ 206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
total releases 7most recent commit 3 years ago
Tf2 Rl ⭐ 178
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
most recent commit 2 years ago
Deeprl Tensorflow2 ⭐ 139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
most recent commit 4 years ago
Torchrl ⭐ 127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
most recent commit 2 years ago
Run Skeleton Run ⭐ 81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
most recent commit 5 years ago
Learning2run ⭐ 53
Our NIPS 2017: Learning to Run source code
most recent commit 5 years ago
Model Free Algorithms ⭐ 52
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
most recent commit 3 years ago
Reinforcementlearning ⭐ 48
Reinforcing Your Learning of Reinforcement Learning
most recent commit 5 years ago
The 5 Most Depended On Python Ppo Ddpg Open Source Projects
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} Downloads
Rl Lib ⭐ 11
A simple and neat implementation of reinforcement learning algorithms.
dependent packages 3total releases 1latest release June 10, 2021most recent commit 2 years agopypi rllib} Downloads
Tbase ⭐ 11
Baselines of reinforcement learning trading agents for China stock market
dependent packages 1total releases 8latest release July 14, 2021most recent commit 3 years agopypi tbase} Downloads
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 10 Latest Releases In Python Ppo Ddpg 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
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} Downloads
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
Tbase ⭐ 11
Baselines of reinforcement learning trading agents for China stock market
dependent packages 1total releases 8latest release July 14, 2021most recent commit 3 years agopypi tbase} Downloads
Rl Lib ⭐ 11
A simple and neat implementation of reinforcement learning algorithms.
dependent packages 3total releases 1latest release June 10, 2021most recent commit 2 years agopypi rllib} Downloads
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
Agent ⭐ 8
Example of an agents for neodroid environments 💡
total releases 38latest release August 02, 2020most recent commit 2 years ago
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