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The Top 23 Python Reinforcement Learning Dqn Ppo Open Source Projects

Open source projects categorized as Python Reinforcement Learning Dqn Ppo
Categories > Machine Learning > Reinforcement Learning
Reinforcement Learning With Tensorflow ⭐ 8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 9 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
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year 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
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months ago
Huskarl ⭐ 417
Deep Reinforcement Learning Framework + Algorithms
total releases 3most recent commit a year ago
Xuance ⭐ 339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
most recent commit 3 months ago
Reinforcement_learning ⭐ 250
Reinforcement learning tutorials
most recent commit a year ago
Rlgraph ⭐ 241
RLgraph: Modular computation graphs for deep reinforcement learning
most recent commit 4 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
Samsung Drl Code ⭐ 105
A repository for implementations of deep reinforcement learning lectured at Samsung
most recent commit 3 years ago
Ros2learn ⭐ 98
ROS 2 enabled Machine Learning algorithms
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
Reinforcementlearning ⭐ 48
Reinforcing Your Learning of Reinforcement Learning
most recent commit 5 years ago
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
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
Pyrl ⭐ 29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
most recent commit 2 years ago
Rainy ⭐ 28
☔ Deep RL agents with PyTorch☔
dependent packages 1total releases 12most recent commit 3 years agopypi rainy} Downloads
Reinforcement_learning_with_pytorch ⭐ 27
Implement some algorithms of RL
most recent commit a year ago
Ai Traineree ⭐ 21
PyTorch agents and tools for (Deep) Reinforcement Learning
most recent commit 2 years ago
The 7 Latest Releases In Python Reinforcement Learning Dqn 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
Unstable_baselines ⭐ 8
A TF2.0 implementation of RL baselines.
total releases 1latest release September 17, 2021most recent commit 3 years 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
Agent ⭐ 8
Example of an agents for neodroid environments 💡
total releases 38latest release August 02, 2020most recent commit 2 years ago
Huskarl ⭐ 417
Deep Reinforcement Learning Framework + Algorithms
total releases 3latest release May 03, 2019most recent commit a year ago
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