Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Proximal Policy Optimization Open Source Projects

Open source projects categorized as Python Proximal Policy Optimization
Categories > Machine Learning > Proximal Policy Optimization
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
Ppo Pytorch ⭐ 1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 4 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 4 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
Tf_deep_rl_trader ⭐ 186
Trading Environment(OpenAI Gym) + PPO(TensorForce)
most recent commit 2 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
Sc2aibot ⭐ 84
Implementing reinforcement-learning algorithms for pysc2 -environment
most recent commit 6 years 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
Relational_deep_reinforcement_learning ⭐ 41
most recent commit 5 years ago
Ppo ⭐ 40
PyTorch implementation of Proximal Policy Optimization
most recent commit 6 years ago
Carla Driving Rl Agent ⭐ 39
Code for the paper "Reinforced Curriculum Learning for Autonomous Driving in CARLA" (ICIP 2021)
most recent commit 2 years ago
Ppo Pytorch ⭐ 35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
most recent commit 5 years ago
Pop3d ⭐ 35
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
most recent commit 5 years ago
Reinforcement Learning ⭐ 33
Reinforcement Learning Examples Of Policy Gradients, PPO+GAE, and DDQN Using OpenAI Gym and PyTorch
most recent commit 6 months ago
Ppo_jax ⭐ 33
Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.
most recent commit 2 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
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.