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The Top 23 Deep Learning Ppo Open Source Projects

Open source projects categorized as Deep Learning Ppo
Categories > Machine Learning > Deep Learning
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 months ago
Reinforcement Learning ⭐ 4,097
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
most recent commit 4 years 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
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
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
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
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15most recent commit 4 months agopypi rl-games} Downloads
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 4 years 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
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7most recent commit 3 months agopypi hsuanwu} Downloads
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Imitation Learning ⭐ 344
Imitation learning algorithms
most recent commit 5 months ago
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15most recent commit 3 months ago
Rad ⭐ 273
RAD: Reinforcement Learning with Augmented Data
most recent commit 3 years ago
The 3 Most Depended On Deep Learning Ppo Open Source Projects
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15latest release September 28, 2023most recent commit 4 months agopypi rl-games} Downloads
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7latest release May 15, 2023most recent commit 3 months agopypi hsuanwu} 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 Deep 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
Rl_games ⭐ 603
RL implementations
dependent packages 1total releases 15latest release September 28, 2023most recent commit 4 months agopypi rl-games} Downloads
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15latest release May 30, 2023most recent commit 3 months ago
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7latest release May 15, 2023most recent commit 3 months agopypi hsuanwu} Downloads
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
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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