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Search results for pytorch ppo

120 search results found

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Cleanrl ⭐ 3,947

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

Deep_reinforcement_learning_course ⭐ 3,581

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Elegantrl ⭐ 3,489

Massively Parallel Deep Reinforcement Learning. 🔥

Pytorch A2c Ppo Acktr Gail ⭐ 3,484

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).

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

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".

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.

Rl Starter Files ⭐ 619

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Rl_games ⭐ 603

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

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)

Pytorch Drl ⭐ 387

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

Deep_rl ⭐ 372

PyTorch implementations of deep reinforcement learning algorithms

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

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Pytorch Cpp Rl ⭐ 308

PyTorch C++ Reinforcement Learning

Lets Do Irl ⭐ 269

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

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

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Torch Ac ⭐ 134

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

Pytorch Dppo ⭐ 129

Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286

Torchrl ⭐ 127

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

Doom Net Pytorch ⭐ 121

Reinforcement learning models in ViZDoom environment

🚀 A fast safe reinforcement learning library in PyTorch

Deeprl_algorithms ⭐ 112

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

Openai_five_vs_dota2_explained ⭐ 101

This is the code for "OpenAI Five vs DOTA 2 Explained" By Siraj Raval on Youtube

Episodic Transformer Memory Ppo ⭐ 99

Clean baseline implementation of PPO using an episodic TransformerXL memory

Simple A2c Ppo ⭐ 84

Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.

Recurrent Ppo Truncated Bptt ⭐ 82

Baseline implementation of recurrent PPO using truncated BPTT

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.

Mujoco Benchmark ⭐ 78

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Gail_gym ⭐ 75

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

The Differentiable Cross-Entropy Method

Rl Workshop ⭐ 69

Reinforcement Learning Workshop for Data Science BKK

Explorer ⭐ 68

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

Autonomous Driving In Carla Using Deep Reinforcement Learning ⭐ 61

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

Deep Reinforcement Learning Applied To Doom ⭐ 57

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

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.

Pytorch Rl ⭐ 53

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

Minimal Isaac Gym ⭐ 42

A Minimal Example of Isaac Gym with DQN and PPO.

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.

PyTorch implementation of Proximal Policy Optimization

Ppo Pytorch ⭐ 38

Implementation of PPO in Pytorch

Ppo Pytorch ⭐ 35

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

Pytorch Ppo ⭐ 33

Proximal Policy Optimization in PyTorch

Ppo Pytorch ⭐ 32

Proximal policy optimization in PyTorch. Easy to read and understand.

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.)

☔ Deep RL agents with PyTorch☔

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

Rl Policies Attacks Defenses ⭐ 26

Adversarial attacks on Deep Reinforcement Learning (RL)

Meta Reinforcement Learning ⭐ 26

Code snippets of Meta Reinforcement Learning algorithms

Paramnoise ⭐ 25

A comparison of parameter space noise methods for exploration in deep reinforcement learning

国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架

Distributed Ppo ⭐ 23

This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).

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

Chatglm Lora Rlhf Pytorch ⭐ 21

A full pipeline to finetune ChatGLM LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the ChatGLM architecture. Basically ChatGPT but with ChatGLM

Rl Pytorch ⭐ 20

A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.

Gym Microrts Paper Sb3 ⭐ 19

RL agent to play μRTS with Stable-Baselines3 and PyTorch

A Population Based Reinforcement Learning Library based on PyTorch

Neural Dynamic Policies ⭐ 19

Ppo Pytorch ⭐ 18

Pytorch Implementation of Proximal Policy Optimization Algorithm

Vicuna Lora Rlhf Pytorch ⭐ 17

A full pipeline to finetune Vicuna LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the Vicuna architecture. Basically ChatGPT but with Vicuna

Simple Pytorch Rl ⭐ 15

Reinforcement Learning Methods with PyTorch

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

Rl_sandbox_public ⭐ 14

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

Pytorch Ppo ⭐ 14

Simple, readable, yet full-featured implementation of PPO in Pytorch

Dota2_dppo_bots ⭐ 14

Pytorch Image Quality Param Ctrl ⭐ 14

use pytorch DeepBIQ and Proximal Policy Optimization（PPO） to search usb camera image quality param

Mlagents ⭐ 13

This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.

Lightweight deep RL Libraray for continuous control.

Deepracer_env ⭐ 13

A virtual environment for training the aws deep racer.

A clean framework and implementations for reinforcement learning algorithms.

Rlcodebase ⭐ 12

RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms

Mujoco Pytorch ⭐ 12

PPO, DDPG, SAC implementation on mujoco environment

Generativeplayingnetworks ⭐ 11

Research Into Learning to Generate Game Levels through Play

Pytorch-based python library for continuous reinforcement learning and imitation learning [superseded by @osudrl/apex]

Reinforcement learning for operation research problems with OpenAI Gym and CleanRL

Rl_algorithms ⭐ 10

Take the code of the reinforcement learning algorithm here~

Reinforcement_learning_phasic_policy_gradient ⭐ 10

Deep Reinforcement Learning by using Phasic Policy Gradient in Pytorch & Tensorflow

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