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Topic: "reinforcement-learning-algorithms"

DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Language: Python - Size: 4.69 MB - Last synced at: 11 days ago - Pushed at: 27 days ago - Stars: 11,012 - Forks: 1,870

udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 4,896 - Forks: 2,344

hill-a/stable-baselines Fork of openai/baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Language: Python - Size: 9.88 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 4,264 - Forks: 722

opendilab/DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Language: Python - Size: 292 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 3,472 - Forks: 404

nikhilbarhate99/PPO-PyTorch

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

Language: Python - Size: 12.1 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2,047 - Forks: 378

opendilab/awesome-model-based-RL

A curated list of awesome model based RL resources (continually updated)

Size: 191 KB - Last synced at: 24 days ago - Pushed at: about 2 months ago - Stars: 1,137 - Forks: 67

nicrusso7/rex-gym

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Language: Python - Size: 319 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 1,050 - Forks: 139

ericyangyu/PPO-for-Beginners

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Language: Python - Size: 2.73 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 901 - Forks: 131

luchris429/purejaxrl

Really Fast End-to-End Jax RL Implementations

Language: Python - Size: 1.46 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 866 - Forks: 70

opendilab/awesome-decision-transformer

A curated list of Decision Transformer resources (continually updated)

Size: 884 KB - Last synced at: 4 days ago - Pushed at: 12 days ago - Stars: 805 - Forks: 35

NeuromatchAcademy/course-content-dl

NMA deep learning course

Language: Jupyter Notebook - Size: 594 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 787 - Forks: 281

JuliaPOMDP/POMDPs.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

Language: Julia - Size: 10.5 MB - Last synced at: 2 days ago - Pushed at: 6 days ago - Stars: 720 - Forks: 107

benedekrozemberczki/awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

Language: Python - Size: 238 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 680 - Forks: 76

cpnota/autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

Language: Python - Size: 6.24 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 648 - Forks: 72

Skylark0924/Rofunc

🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation

Language: Python - Size: 1.01 GB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 636 - Forks: 57

Stable-Baselines-Team/stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

Language: Python - Size: 1.43 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 605 - Forks: 200

cbfinn/gps

Guided Policy Search

Language: Python - Size: 39.8 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 599 - Forks: 241

MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Language: Python - Size: 2.16 MB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 590 - Forks: 89

qiwihui/reinforcement-learning-an-introduction-chinese

《Reinforcement Learning: An Introduction》(第二版)中文翻译

Language: Python - Size: 14.4 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 540 - Forks: 103

Omegastick/pytorch-cpp-rl 📦

PyTorch C++ Reinforcement Learning

Language: C++ - Size: 540 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 523 - Forks: 88

opendilab/awesome-exploration-rl

A curated list of awesome exploration RL resources (continually updated)

Size: 2.51 MB - Last synced at: 3 days ago - Pushed at: 9 days ago - Stars: 513 - Forks: 15

EricSteinberger/PokerRL

Framework for Multi-Agent Deep Reinforcement Learning in Poker

Language: Python - Size: 301 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 474 - Forks: 99

fangvv/UAV-DDPG

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Language: Python - Size: 17.6 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 473 - Forks: 80

SforAiDl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Language: Python - Size: 7.69 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 410 - Forks: 57

PKU-Alignment/Safe-Policy-Optimization

NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms

Language: Python - Size: 286 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 362 - Forks: 52

wwxFromTju/awesome-reinforcement-learning-lib

GitHub's code repository is all you need

Size: 132 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 350 - Forks: 42

EdanToledo/Stoix

🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

Language: Python - Size: 14.6 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 340 - Forks: 37

FortsAndMills/RL-Theory-book

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Language: TeX - Size: 80.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 320 - Forks: 20

nikhilbarhate99/Hierarchical-Actor-Critic-HAC-PyTorch

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

Language: Python - Size: 1010 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 316 - Forks: 55

david-abel/simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.

Language: Python - Size: 3.92 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 311 - Forks: 103

huawei-noah/xingtian

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

Language: Python - Size: 7.05 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 311 - Forks: 90

jxareas/Machine-Learning-Notebooks

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 300 - Forks: 111

opendilab/DI-engine-docs

DI-engine docs (Chinese and English)

Language: Python - Size: 178 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 299 - Forks: 64

sichkar-valentyn/Reinforcement_Learning_in_Python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Language: Python - Size: 23.4 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 294 - Forks: 97

imagry/aleph_star

Reinforcement learning with A* and a deep heuristic

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 287 - Forks: 34

bentrevett/pytorch-rl 📦

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

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 277 - Forks: 78

RITCHIEHuang/DeepRL_Algorithms

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

Language: Python - Size: 8.22 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 276 - Forks: 71

BY571/Soft-Actor-Critic-and-Extensions

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

Language: Python - Size: 5.99 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 272 - Forks: 32

aurimas13/Machine-Learning-Goodness

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Language: Jupyter Notebook - Size: 344 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 270 - Forks: 48

asieradzk/RL_Matrix

Deep Reinforcement Learning in C#

Language: C# - Size: 46.2 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 252 - Forks: 21

ZYunfeii/UAV_Obstacle_Avoiding_DRL

This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.

Language: Python - Size: 83.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 242 - Forks: 46

EricSteinberger/Deep-CFR

Scalable Implementation of Deep CFR and Single Deep CFR

Language: Python - Size: 69.9 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 240 - Forks: 56

ChanchalKumarMaji/Reinforcement-Learning-Specialization

[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"

Language: Jupyter Notebook - Size: 233 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 235 - Forks: 131

aditya1702/Machine-Learning-and-Data-Science

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

Language: Jupyter Notebook - Size: 502 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 226 - Forks: 69

binary-husky/hmp2g

Multiagent Reinforcement Learning Research Project

Language: Python - Size: 141 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 205 - Forks: 37

Madhu009/Deep-math-machine-learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Language: Jupyter Notebook - Size: 44.5 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 195 - Forks: 174

mohamedameen93/CS-7641-Machine-Learning-Notes

In this repository, I will publish my notes for GaTech's Machine Learning course CS7641.

Size: 19.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 190 - Forks: 84

alison-carrera/onn

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

Language: Python - Size: 66.4 KB - Last synced at: 19 days ago - Pushed at: over 5 years ago - Stars: 187 - Forks: 46

Nasdin/ReinforcementLearning-AtariGame

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

Language: Python - Size: 113 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 182 - Forks: 38

coax-dev/coax

Modular framework for Reinforcement Learning in python

Language: Python - Size: 17.6 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 173 - Forks: 18

rlberry-py/rlberry

An easy-to-use reinforcement learning library for research and education.

Language: Python - Size: 18.6 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 168 - Forks: 30

kkuette/TradzQAI

Trading environnement for RL agents, backtesting and training.

Language: Python - Size: 508 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 165 - Forks: 47

gordicaleksa/pytorch-learn-reinforcement-learning

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.

Language: Python - Size: 13.1 MB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 154 - Forks: 34

NovemberChopin/RL_Tutorial

Tutorial for Reinforcement Learning

Language: Python - Size: 733 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 140 - Forks: 34

xiangwang1223/kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

Language: Python - Size: 92.8 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 136 - Forks: 37

alison-carrera/mabalgs

:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:

Language: Python - Size: 2.1 MB - Last synced at: 16 days ago - Pushed at: almost 3 years ago - Stars: 133 - Forks: 26

diegoalejogm/Reinforcement-Learning

Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

Language: Jupyter Notebook - Size: 682 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 132 - Forks: 39

BY571/DQN-Atari-Agents

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 123 - Forks: 14

nsidn98/InforMARL

Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

Language: Python - Size: 18.5 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 115 - Forks: 22

jcwleo/Reinforcement_Learning

강화학습에 대한 기본적인 알고리즘 구현

Language: Python - Size: 5.56 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 115 - Forks: 32

cap-ntu/baconian-project

Model-based Reinforcement Learning Framework

Language: Python - Size: 2.25 MB - Last synced at: 18 days ago - Pushed at: about 5 years ago - Stars: 114 - Forks: 8

TensorSwarm/TensorSwarm

TensorSwarm: A framework for reinforcement learning of robot swarms.

Language: Python - Size: 95.7 KB - Last synced at: 23 days ago - Pushed at: over 5 years ago - Stars: 114 - Forks: 34

activatedgeek/torchrl

Highly Modular and Scalable Reinforcement Learning

Language: Python - Size: 324 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 113 - Forks: 9

namoshizun/PyPOMDP

Python implementation of POMDP framework and PBVI & POMCP algorithms.

Language: Python - Size: 1.81 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 110 - Forks: 27

Ceruleanacg/Reinforcement-Learning

🤖 Implements of Reinforcement Learning algorithms.

Language: Python - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 110 - Forks: 16

Wu-Zongyu/Awesome-Large-Search-Models

Awesome-Large-Search-Models is a collection of papers and resources (Methods, Datasets and other resources) about awesome agentic search (Large search models).

Size: 89.8 KB - Last synced at: 4 days ago - Pushed at: 17 days ago - Stars: 108 - Forks: 4

leehe228/LogisticsEnv

UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D

Language: C# - Size: 1.31 GB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 99 - Forks: 13

BY571/CQL

PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

Language: Python - Size: 28.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 99 - Forks: 20

navneet-nmk/Pytorch-RL-CPP

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Language: C++ - Size: 15.5 MB - Last synced at: 9 months ago - Pushed at: almost 6 years ago - Stars: 91 - Forks: 18

Grid2op/l2rpn-baselines

L2RPN Baselines a repository to host baselines for l2rpn competitions.

Language: Python - Size: 83 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 83 - Forks: 44

abhisheksuran/Reinforcement_Learning

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Language: Jupyter Notebook - Size: 354 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 83 - Forks: 34

XinJingHao/TD3-BipedalWalkerHardcore-v2

Solve BipedalWalkerHardcore-v2 with TD3

Language: Python - Size: 15.3 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 82 - Forks: 17

arnomoonens/yarll

Combining deep learning and reinforcement learning.

Language: Python - Size: 2.83 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 81 - Forks: 28

yaricom/goNEAT

The GOLang implementation of NeuroEvolution of Augmented Topologies (NEAT) method to evolve and train Artificial Neural Networks without error back propagation

Language: Go - Size: 3.54 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 77 - Forks: 18

ContinualAI/avalanche-rl

Avalanche fork adding RL support

Language: Python - Size: 7.81 MB - Last synced at: 26 days ago - Pushed at: about 2 years ago - Stars: 77 - Forks: 12

BY571/Upside-Down-Reinforcement-Learning

Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.

Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 75 - Forks: 10

nikhilbarhate99/Actor-Critic-PyTorch

Policy Gradient Actor-Critic PyTorch | Lunar Lander v2

Language: Python - Size: 2.1 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 73 - Forks: 26

BY571/IQN-and-Extensions

PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 14

datascienceid/reinforcement-learning-resources

A curated list of awesome reinforcement courses, video lectures, books, library and many more.

Size: 3.91 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 39

BY571/Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Language: Jupyter Notebook - Size: 25.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 68 - Forks: 14

dvalenciar/ReinforceUI-Studio

ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC

Language: Python - Size: 21.2 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 65 - Forks: 3

agentmodels/agentmodels.org

Modeling agents with probabilistic programs

Language: TeX - Size: 16.6 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 65 - Forks: 17

ChengshuLi/HRL4IN

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

Language: Python - Size: 83 KB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 63 - Forks: 13

garlicdevs/Fruit-API

A Universal Deep Reinforcement Learning Framework

Language: Python - Size: 7.45 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 62 - Forks: 22

bakanaouji/cpp-cfr

C++ implementations of Counterfactual Regret Minimization and Monte Carlo CFR

Language: C++ - Size: 109 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 62 - Forks: 8

diditforlulz273/PokerRL-Omaha

Omaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork

Language: Python - Size: 122 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 62 - Forks: 17

mynkpl1998/Recurrent-Deep-Q-Learning

Solving POMDP using Recurrent networks

Language: Jupyter Notebook - Size: 46.1 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 62 - Forks: 26

rllab-snu/tsallis_actor_critic_mujoco

Implementation of Tsallis Actor Critic method

Language: Jupyter Notebook - Size: 810 KB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 61 - Forks: 9

TianhongDai/self-imitation-learning-pytorch

This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.

Language: Python - Size: 3.48 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 61 - Forks: 11

ugurkanates/SpaceXReinforcementLearning

SpaceX Falcon 9 simulated with Reinforcement Learning algorithms such as D4PG,SAC and PPO.

Language: Python - Size: 9.97 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 60 - Forks: 7

EricSteinberger/Neural-Fictitous-Self-Play

Scalable Implementation of Neural Fictitous Self-Play

Language: Python - Size: 101 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 60 - Forks: 14

mit-wu-lab/IntersectionZoo

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 58 - Forks: 4

TheMTank/RL-code-resources

A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments

Size: 22.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 58 - Forks: 8

IBM/vsrl-framework 📦

The Verifiably Safe Reinforcement Learning Framework

Language: Python - Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 57 - Forks: 12

ikostrikov/pytorch-rl

Size: 1.95 KB - Last synced at: 23 days ago - Pushed at: almost 7 years ago - Stars: 56 - Forks: 10

rpatrik96/pytorch-a2c

A well-documented A2C written in PyTorch

Language: Python - Size: 8.79 KB - Last synced at: 21 days ago - Pushed at: about 6 years ago - Stars: 50 - Forks: 10

Scitator/papers

Size: 14.8 MB - Last synced at: 9 days ago - Pushed at: about 7 years ago - Stars: 50 - Forks: 2

SapanaChaudhary/PyTorch-CPO

PyTorch implementation of Constrained Policy Optimization

Language: Python - Size: 8.91 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 10

TianhongDai/distributed-ppo

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

Language: Python - Size: 3.83 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 48 - Forks: 8

baskuit/R-NaD

Experimentation with Regularized Nash Dynamics on a GPU accelerated game

Language: Python - Size: 861 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 5

Related Topics
reinforcement-learning 676 machine-learning 183 deep-reinforcement-learning 144 python 142 deep-learning 124 reinforcement-learning-agent 105 pytorch 104 reinforcement-learning-environments 103 machine-learning-algorithms 86 q-learning 81 dqn 78 openai-gym 77 artificial-intelligence 75 ppo 62 policy-gradient 54 rl 54 python3 48 tensorflow 46 ai 42 ddpg 37 actor-critic 35 qlearning 32 sarsa 31 deep-neural-networks 31 neural-network 30 neural-networks 30 gym 27 deep-q-learning 26 qlearning-algorithm 25 deep-q-network 24 robotics 24 soft-actor-critic 23 value-iteration 23 sac 23 q-learning-algorithm 23 openai 22 markov-decision-processes 21 policy-iteration 21 multi-agent-reinforcement-learning 21 a2c 20 gym-environment 20 keras 20 proximal-policy-optimization 19 td3 18 pytorch-implementation 18 algorithms 18 continuous-control 18 data-science 18 dynamic-programming 18 atari 18 dqn-pytorch 17 ddpg-algorithm 17 ml 16 monte-carlo 15 genetic-algorithm 15 reinforcement-learning-excercises 15 double-dqn 14 multiagent-reinforcement-learning 14 numpy 14 jupyter-notebook 14 pytorch-rl 14 model-based-reinforcement-learning 13 trpo 12 pygame 12 atari-games 12 monte-carlo-tree-search 12 game 12 temporal-differencing-learning 12 reinforce 12 discrete-control 12 prioritized-experience-replay 11 maze-solver 11 artificial-intelligence-algorithms 11 jax 11 actor-critic-algorithm 10 cpp 10 gymnasium 10 sarsa-learning 10 mdp 10 artificial-neural-networks 10 machinelearning 10 frozenlake 9 algorithm 9 atari2600 9 simulation 9 dueling-dqn 9 deeplearning 9 reinforcement-learning-playground 9 computer-vision 9 tensorflow2 9 reinforcement 9 mujoco 8 thompson-sampling 8 ddqn 8 unity 8 openai-gym-environments 8 research 8 advantage-actor-critic 8 agent 8 a3c 8