Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 22 Python Pytorch Proximal Policy Optimization Open Source Projects

Open source projects categorized as Python Pytorch Proximal Policy Optimization
Categories > Machine Learning > Proximal Policy Optimization
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
Ppo Pytorch ⭐ 1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 5 months ago
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
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
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years 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
Episodic Transformer Memory Ppo ⭐ 99
Clean baseline implementation of PPO using an episodic TransformerXL memory
most recent commit 3 months ago
Curiosity Driven Exploration Pytorch ⭐ 98
Curiosity-driven Exploration by Self-supervised Prediction
most recent commit a year ago
Autonomous Driving In Carla Using Deep Reinforcement Learning ⭐ 61
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
most recent commit a year ago
Imitation_learning ⭐ 56
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
most recent commit 2 years ago
Ppo ⭐ 40
PyTorch implementation of Proximal Policy Optimization
most recent commit 6 years ago
Ppo Pytorch ⭐ 35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
most recent commit 5 years 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
Distributed Ppo ⭐ 23
This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).
most recent commit 6 years ago
Google Football Pytorch ⭐ 15
It's the pytorch implementation of google research football.
most recent commit 5 years ago
Reinforcement_learning_ppo_rnd ⭐ 14
Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
most recent commit 3 years ago
Reinforcement_learning_phasic_policy_gradient ⭐ 10
Deep Reinforcement Learning by using Phasic Policy Gradient in Pytorch & Tensorflow
most recent commit 3 years ago
Spacefortress ⭐ 9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
most recent commit 2 years ago
Icm Ppo Implementation ⭐ 8
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML
most recent commit 4 months ago
Transportation Routes Optimization By Rl ⭐ 7
Application of reinforcement learning to Optimize transportation routes using reinforcement learning
most recent commit 2 years ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.