Awesome Open Source

Programming Languages

Search results for reinforcement learning ppo

reinforcement-learning x

165 search results found

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Easy Rl ⭐ 7,643

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Reinforcement Learning ⭐ 4,090

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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).

Elegantrl ⭐ 3,229

Massively Parallel Deep Reinforcement Learning. 🔥

Football ⭐ 3,177

Check out the new game server:

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Rl Baselines3 Zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Ppo Pytorch ⭐ 1,270

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Rl Baselines Zoo ⭐ 1,025

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

Pytorch A3c ⭐ 768

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Deeprl Tutorials ⭐ 726

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

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.

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Rl_games ⭐ 603

RL implementations

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Purejaxrl ⭐ 460

Really Fast End-to-End Jax RL Implementations

Ppo For Beginners ⭐ 427

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

Long-Term Evolution Project of Reinforcement Learning

Pytorch Drl ⭐ 387

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Pytorch Cpp Rl ⭐ 308

PyTorch C++ Reinforcement Learning

Allenact ⭐ 288

An open source framework for research in Embodied-AI from AI2.

RAD: Reinforcement Learning with Augmented Data

Reinforcement_learning ⭐ 250

Reinforcement learning tutorials

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Llm Rlhf Tuning ⭐ 225

LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA)

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Torch Ac ⭐ 134

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

Torchrl ⭐ 127

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

🚀 A fast safe reinforcement learning library in PyTorch

Doom Net Pytorch ⭐ 121

Reinforcement learning models in ViZDoom environment

Rl Collision Avoidance ⭐ 112

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

Ros2learn ⭐ 98

ROS 2 enabled Machine Learning algorithms

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Rl Examples ⭐ 88

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

Sc2aibot ⭐ 84

Implementing reinforcement-learning algorithms for pysc2 -environment

Run Skeleton Run ⭐ 81

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Db Football ⭐ 80

A Simple, Distributed and Asynchronous Multi-Agent Reinforcement Learning Framework for Google Research Football AI.

Gail_gym ⭐ 75

Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.

Proximal Policy Optimization implementation with TensorFlow

Tensorswarm ⭐ 69

TensorSwarm: A framework for reinforcement learning of robot swarms.

Rl Workshop ⭐ 69

Reinforcement Learning Workshop for Data Science BKK

Explorer ⭐ 68

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Stateadvdrl ⭐ 63

[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"

Reinforcement_learning ⭐ 62

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Autonomous Driving In Carla Using Deep Reinforcement Learning ⭐ 61

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

Super Mario Bros Rl ⭐ 57

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

Mario_rl ⭐ 57

Imitation_learning ⭐ 56

PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.

Tensorflow_rl ⭐ 54

Pytorch Rl ⭐ 53

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

Model Free Algorithms ⭐ 52

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

Pensieve Ppo ⭐ 51

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC

Learninghumanoidwalking ⭐ 50

Training a humanoid robot for locomotion using Reinforcement Learning

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

Reinforcementlearningzoo.jl ⭐ 45

Unitytensorflowkeras ⭐ 43

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

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.

Relational_deep_reinforcement_learning ⭐ 41

PyTorch implementation of Proximal Policy Optimization

Deepcomp ⭐ 36

Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning

Rl_matrix ⭐ 36

Reinforcement Learning Agents in .NET

Ppo Pytorch ⭐ 35

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization

MLSys Workshop NeurIPS 2023 - Redco: A Lightweight Tool to Automate Distributed Training and Inference

Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.

A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

Ppo Stein Control Variate ⭐ 29

Proximal Policy Optimization with Stein Control Variates:

☔ Deep RL agents with PyTorch☔

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Meta Reinforcement Learning ⭐ 26

Code snippets of Meta Reinforcement Learning algorithms

Rl Policies Attacks Defenses ⭐ 26

Adversarial attacks on Deep Reinforcement Learning (RL)

Trading_gym ⭐ 25

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

Football Paris ⭐ 23

The exact codes used by the team "liveinparis" at the kaggle football competition ranked 8th/1141

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Pytorch_ppo_rl ⭐ 21

Code for CoRL 2019 paper: HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators

Gym Microrts Paper Sb3 ⭐ 19

RL agent to play μRTS with Stable-Baselines3 and PyTorch

A Population Based Reinforcement Learning Library based on PyTorch

Solving several OpenAI Gym and custom gazebo environments using reinforcement learning techniques.

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Rl_sandbox_public ⭐ 14

PyTorch implementation of (Deep) Reinforcement Learning (RL) algorithms

Related Searches

Python Reinforcement Learning (2,612)

Jupyter Notebook Reinforcement Learning (761)

Pytorch Reinforcement Learning (681)

Reinforcement Learning Rl (649)

Artificial Intelligence Reinforcement Learning (623)

Reinforcement Learning Gym (496)

Tensorflow Reinforcement Learning (448)

Python Ppo (446)

Reinforcement Learning Dqn (439)

Reinforcement Learning Openai Gym (376)

1-100 of 165 search results

Privacy | About | Terms | Follow Us On Twitter

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