Awesome Open Source

Programming Languages

Search results for pytorch reinforcement learning

reinforcement-learning x

486 search results found

Deeprl Grounding ⭐ 213

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

Supergo ⭐ 207

A student implementation of Alpha Go Zero

Mini Alphastar ⭐ 206

A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.

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

Hindsight Experience Replay ⭐ 201

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

A PyTorch Library for Reinforcement Learning Research

Reinvent ⭐ 186

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning

Morl Baselines ⭐ 185

Multi-Objective Reinforcement Learning algorithms implementations.

Sheeprl ⭐ 182

Distributed Reinforcement Learning accelerated by Lightning Fabric

Adeptrl ⭐ 178

Reinforcement learning framework to accelerate research

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

Carla Roach ⭐ 174

Roach: End-to-End Urban Driving by Imitating a Reinforcement Learning Coach

Neural Localization ⭐ 173

Train an RL agent to localize actively (PyTorch)

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

Di Treetensor ⭐ 169

Let DI-treetensor help you simplify the structure processing!（树形运算一不小心就逻辑混乱？DI-treetensor快速帮你搞定）

Offlinerl Kit ⭐ 165

An elegant PyTorch offline reinforcement learning library for researchers.

Handful Of Trials Pytorch ⭐ 156

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Modern Srwm ⭐ 155

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

Deeprl_pytorch ⭐ 155

Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Implicit Language Q Learning ⭐ 153

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Rainbow ⭐ 138

A PyTorch implementation of Rainbow DQN agent

Torch Ac ⭐ 134

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

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

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

A 3D video game environment and benchmark designed from scratch for reinforcement learning research

Deep_learning_study ⭐ 118

A curated list of Deep Learning

Benchmarl ⭐ 115

A collection of MARL benchmarks based on TorchRL

General Optimal control Problem Solver (GOPS), an easy-to-use PyTorch reinforcement learning solver package for industrial control.

Social Nce ⭐ 108

[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.

Opendialog ⭐ 107

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

Deepcubea ⭐ 106

Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

Lang Emerge Parlai ⭐ 105

Implementation of EMNLP 2017 Paper "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog" using PyTorch and ParlAI

Random Network Distillation Pytorch ⭐ 99

Random Network Distillation pytorch

Curiosity Driven Exploration Pytorch ⭐ 98

Curiosity-driven Exploration by Self-supervised Prediction

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.

Learning-based agent for Google Research Football (足球游戏智能体)

🤖 Elegant implementations of offline safe RL algorithms in PyTorch

DSAC; Distributional Soft Actor-Critic

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

Quantile Regression Dqn Pytorch ⭐ 90

A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning

Unstable_baselines ⭐ 90

Re-implementations of SOTA RL algorithms.

Categorical Dqn ⭐ 90

A working implementation of the Categorical DQN (Distributional RL).

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Metadata store for Production ML

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Soft Actor Critic And Extensions ⭐ 87

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

OpenDILab RL HPC OP Lib

Robust Multitask Rl ⭐ 84

Machine Learning Course Project Skoltech 2018

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

adam implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy.

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.

Awesome Ai Algorithm ⭐ 78

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

Data Efficient Reinforcement Learning With Probabilistic Model Predictive Control ⭐ 76

Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments

Gail_gym ⭐ 75

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

Pygeneses ⭐ 72

A PyTorch based DeepRL framework to train and study artificial species in bio-inspired environments.

Alpha_sigma ⭐ 72

A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

Rl Workshop ⭐ 69

Reinforcement Learning Workshop for Data Science BKK

Conservative Q Learning on top of SAC

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

Explorer ⭐ 68

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

Rl Trained Agents ⭐ 67

A collection of pre-trained RL agents using Stable Baselines3

Distributed_rl ⭐ 66

Pytorch implementation of distributed deep reinforcement learning

Rlassistant ⭐ 66

RLA is a tool for managing your RL experiments automatically

Pytorch Rl ⭐ 64

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

Experiments with reinforcement learning and recurrent neural networks

Rl Based Graph2seq For Nqg ⭐ 64

Code & data accompanying the ICLR 2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"

Retro Contest Sonic ⭐ 62

World Models applied to the Open AI Sonic Retro Contest

Pytorch A3c Mujoco ⭐ 62

Implement A3C for Mujoco gym envs

Deep Learning Pytorch ⭐ 61

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

Autonomous Driving In Carla Using Deep Reinforcement Learning ⭐ 61

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

Code_summarization_public ⭐ 61

source code for 'Improving automatic source code summarization via deep reinforcement learning'

Simurlacra ⭐ 61

reinforcement learning from randomized simulations

Pytorch.rl.learning ⭐ 61

for learning reinforcement learning using PyTorch.

Simpledreamer ⭐ 60

A Simplified Pytorch Version of the Dreamer Algorithm

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

Studio Lab ⭐ 57

Studio Lab is hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios

Imitation_learning ⭐ 56

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

Deepvariationstructuredrl ⭐ 53

A PyTorch implementation of the "Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection" paper by Liang et. al.

Rl Plotter ⭐ 53

✨ A plotter for reinforcement learning (RL)

Pytorch Pcgrad ⭐ 53

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Deeplearning Trader ⭐ 53

backtrader with DRL ( Deep Reinforcement Learning)

Pytorch Rl ⭐ 53

Off Policy Continuous Control ⭐ 53

Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL WS, NeurIPS 21)

Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Reinforcement learning algorithms in RLlib

environment decision making in autonomous driving

Transformers In Action ⭐ 51

This is the corresponding code for the book Transformers in Action

Deep Whole Body Control ⭐ 51

[CoRL 2022] Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion

Experiments logging & visualization

Related Searches

Python Pytorch (16,596)

Deep Learning Pytorch (6,390)

Jupyter Notebook Pytorch (4,892)

Machine Learning Pytorch (2,934)

Python Reinforcement Learning (2,612)

Dataset Pytorch (1,848)

Pytorch Convolutional Neural Networks (1,777)

Pytorch Neural Network (1,391)

Pytorch Computer Vision (1,361)

Tensorflow Pytorch (1,312)

101-200 of 486 search results

Privacy | About | Terms | Follow Us On Twitter

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