Topic: deep-reinforcement-learning Goto Github

👇 Here are 3078 public repositories matching this topic...

eriklindernoren / ml-from-scratch
deep-reinforcement-learning,Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
User: eriklindernoren
machine-learning deep-learning deep-reinforcement-learning machine-learning-from-scratch data-science data-mining genetic-algorithm

unity-technologies / ml-agents
deep-reinforcement-learning,The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
Organization: unity-technologies
Home Page: https://unity.com/products/machine-learning-agents
reinforcement-learning unity3d deep-learning unity deep-reinforcement-learning neural-networks machine-learning

microsoft / airsim
deep-reinforcement-learning,Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Organization: microsoft
Home Page: https://microsoft.github.io/AirSim/
drones ai self-driving-car autonomous-vehicles autonomous-quadcoptor research computer-vision artificial-intelligence deeplearning deep-reinforcement-learning

ai4finance-foundation / finrl
deep-reinforcement-learning,FinRL®: Financial Reinforcement Learning. 🔥
Organization: ai4finance-foundation
Home Page: https://ai4finance.org
deep-reinforcement-learning drl-trading-agents stock-trading drl-algorithms pythorch tensorflow2 drl-framework multi-agent-learning finance stock-markets

datawhalechina / easy-rl
deep-reinforcement-learning,强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
Organization: datawhalechina
deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg

carla-simulator / carla
deep-reinforcement-learning,Open-source simulator for autonomous driving research.
Organization: carla-simulator
Home Page: http://carla.org
simulator autonomous-vehicles autonomous-driving research ai artificial-intelligence computer-vision deep-learning deep-reinforcement-learning imitation-learning

kmario23 / deep-learning-drizzle
deep-reinforcement-learning,Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
User: kmario23
Home Page: https://deep-learning-drizzle.github.io
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing

lexfridman / mit-deep-learning
deep-reinforcement-learning,Tutorials, assignments, and competitions for MIT Deep Learning related courses.
User: lexfridman
Home Page: https://deeplearning.mit.edu
deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science

vwxyzjn / cleanrl
deep-reinforcement-learning,High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
User: vwxyzjn
Home Page: http://docs.cleanrl.dev
wandb reinforcement-learning pytorch python gym machine-learning deep-reinforcement-learning deep-learning atari ale

evilsocket / pwnagotchi
deep-reinforcement-learning,(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
User: evilsocket
Home Page: https://pwnagotchi.ai/
ai deep-reinforcement-learning wpa-psk handshakes bettercap deep-learning deep-neural-network

mitdeeplearning / introtodeeplearning
deep-reinforcement-learning,Lab Materials for MIT 6.S191: Introduction to Deep Learning
Organization: mitdeeplearning
mit deep-learning neural-networks tensorflow tensorflow-tutorials music-generation computer-vision deep-reinforcement-learning deeplearning jupyter-notebooks

google / trax
deep-reinforcement-learning,Trax — Deep Learning with Clear Code and Speed
Organization: google
jax numpy deep-learning deep-reinforcement-learning machine-learning transformer reinforcement-learning

yenchenlin / deeplearningflappybird
deep-reinforcement-learning,Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
User: yenchenlin
deep-learning deep-reinforcement-learning game

yandexdataschool / practical_rl
deep-reinforcement-learning,A course in reinforcement learning in the wild
Organization: yandexdataschool
reinforcement-learning course-materials deep-learning deep-reinforcement-learning git-course mooc tensorflow pytorch pytorch-tutorials keras

udacity / deep-reinforcement-learning
deep-reinforcement-learning,Repo for the Deep Reinforcement Learning Nanodegree program
Organization: udacity
Home Page: https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming

huggingface / deep-rl-class
deep-reinforcement-learning,This repo contains the Hugging Face Deep Reinforcement Learning Course.
Organization: huggingface
deep-reinforcement-learning reinforcement-learning reinforcement-learning-excercises deep-learning

andri27-ts / reinforcement-learning
deep-reinforcement-learning,Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
User: andri27-ts
Home Page: https://andri27-ts.github.io/Reinforcement-Learning/
reinforcement-learning machine-learning artificial-intelligence deep-reinforcement-learning deep-learning policy-gradients evolution-strategies a2c deepmind dqn

sweetice / deep-reinforcement-learning-with-pytorch
deep-reinforcement-learning,PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
User: sweetice
policy-gradient pytorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c

llmbook-zh / llmbook-zh.github.io
deep-reinforcement-learning,《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
User: llmbook-zh
Home Page: https://llmbook-zh.github.io/
artificial-intelligence deep-learning deep-neural-networks deep-reinforcement-learning fine-tuning language-model large-language-models natural-language-processing nlp pretrained-models

opendilab / awesome-rlhf
deep-reinforcement-learning,A curated list of reinforcement learning with human feedback resources (continually updated)
Organization: opendilab
deep-learning deep-reinforcement-learning human-feedback reinforcement-learning rlhf large-language-models

simoninithomas / deep_reinforcement_learning_course
deep-reinforcement-learning,Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
User: simoninithomas
Home Page: http://www.simoninithomas.com/deep-rl-course
deep-reinforcement-learning qlearning deep-learning tensorflow-tutorials tensorflow ppo a2c actor-critic deep-q-network deep-q-learning

ikostrikov / pytorch-a2c-ppo-acktr-gail
deep-reinforcement-learning,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).
User: ikostrikov
pytorch reinforcement-learning deep-learning deep-reinforcement-learning actor-critic advantage-actor-critic a2c ppo proximal-policy-optimization acktr

rlcode / reinforcement-learning
deep-reinforcement-learning,Minimal and Clean Reinforcement Learning Examples
Organization: rlcode
reinforcement-learning deep-learning deep-reinforcement-learning machine-learning policy-gradient deep-q-network dqn actor-critic a3c

datamllab / rlcard
deep-reinforcement-learning,Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Organization: datamllab
Home Page: http://www.rlcard.org
reinforcement-learning deep-reinforcement-learning game-ai poker card-game poker-game openai-gym gym-environment card-games blackjack

shangtongzhang / deeprl
deep-reinforcement-learning,Modularized Implementation of Deep RL Algorithms in PyTorch
User: shangtongzhang
pytorch deep-reinforcement-learning dqn dueling-network-architecture double-dqn deeprl ddpg ppo categorical-dqn option-critic

tensorforce / tensorforce
deep-reinforcement-learning,Tensorforce: a TensorFlow library for applied reinforcement learning
Organization: tensorforce
reinforcement-learning tensorflow deep-reinforcement-learning tensorflow-library tensorforce control system-control

xinjinghao / drl-pytorch
deep-reinforcement-learning,Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
User: xinjinghao
deep-reinforcement-learning pytorch reinforcement-learning machine-learning asl c51 categorical-dqn ddpg double-dqn dueling-dqn

seungeunrho / minimalrl
deep-reinforcement-learning,Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
User: seungeunrho
deep-reinforcement-learning pytorch simple deep-learning a3c ppo a2c reinforce acer dqn

leelachesszero / lc0
deep-reinforcement-learning,Open source neural network chess engine with GPU acceleration and broad hardware support.
Organization: leelachesszero
Home Page: https://lczero.org/
alphazero-inspired chess chess-engine leela-chess-zero neural-networks uci alphazero chess-ai cuda deep-learning

facebookresearch / habitat-lab
deep-reinforcement-learning,A modular high-level library to train embodied AI agents across a variety of tasks and environments.
Organization: facebookresearch
Home Page: https://aihabitat.org/
ai computer-vision robotics simulator sim2real deep-learning deep-reinforcement-learning reinforcement-learning research python

werner-duvaud / muzero-general
deep-reinforcement-learning,MuZero
User: werner-duvaud
Home Page: https://github.com/werner-duvaud/muzero-general/wiki/MuZero-Documentation
muzero reinforcement-learning alphazero pytorch python3 self-learning monte-carlo-tree-search deep-learning deep-reinforcement-learning neural-network

dlr-rm / rl-baselines3-zoo
deep-reinforcement-learning,A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Organization: dlr-rm
Home Page: https://rl-baselines3-zoo.readthedocs.io
rl reinforcement-learning stable-baselines openai gym pybullet hyperparameter-optimization hyperparameter-tuning hyperparameter-search optimization

ai4finance-foundation / finrl-trading
deep-reinforcement-learning,For trading. Please star.
Organization: ai4finance-foundation
Home Page: https://ai4finance.org
deep-reinforcement-learning stock-trading a2c-algorithm ppo ddpg openai-gym ensemble-strategy stock-trading-strategy automated-stock-trading sharpe-ratio

opendilab / ppoxfamily
deep-reinforcement-learning,PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）
Organization: opendilab
Home Page: https://opendilab.github.io/PPOxFamily/
course decision-intelligence python reinforcement-learning deep-reinforcement-learning

aleju / papers
deep-reinforcement-learning,Summaries of machine learning papers
User: aleju
machine-learning deep-learning paper summary computer-vision nlp gan deep-reinforcement-learning

nikhilbarhate99 / ppo-pytorch
deep-reinforcement-learning,Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
User: nikhilbarhate99
pytorch-implmention pytorch pytorch-tutorial proximal-policy-optimization reinforcement-learning-algorithms deep-reinforcement-learning ppo policy-gradient ppo-pytorch deep-learning

alessiodm / drl-zh
deep-reinforcement-learning,Deep Reinforcement Learning: Zero to Hero!
User: alessiodm
deep-reinforcement-learning reinforcement-learning deep-learning machine-learning

cbailes / awesome-deep-trading
deep-reinforcement-learning,List of awesome resources for machine learning-based algorithmic trading
User: cbailes
deep-trading deep-learning trading-algorithms trading-bot quantitative-trading fintech stock-trading trading-bots machine-learning frequency-trading

ai4finance-foundation / finrl-meta
deep-reinforcement-learning,FinRL­®-Meta: Dynamic datasets and market environments for FinRL.
Organization: ai4finance-foundation
Home Page: https://ai4finance.org
deep-reinforcement-learning fintech finance drl-trading-agents finrl-library openai openai-gym-environments

lexfridman / deeptraffic
deep-reinforcement-learning,DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
User: lexfridman
Home Page: https://selfdrivingcars.mit.edu/deeptraffic
deep-learning machine-learning deep-reinforcement-learning mit self-driving-cars deep-rl tensorflow convnetjs

mbadry1 / top-deep-learning
deep-reinforcement-learning, Top 200 deep learning Github repositories sorted by the number of stars.
User: mbadry1
deep-learning deep-neural-networks deep-reinforcement-learning convolutional-neural-networks recurrent-neural-networks stargazers-count artificial-neural-networks artificial-intelligence machine-learning top-repositories

chynl / snake
deep-reinforcement-learning,Artificial intelligence for the Snake game.
User: chynl
snake game artificial-intelligence graph-theory algorithm python deep-reinforcement-learning reinforcement-learning ai snake-ai

starry-sky6688 / marl-algorithms
deep-reinforcement-learning, Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
User: starry-sky6688
multi-agent-reinforcement-learning deep-reinforcement-learning reinforcement-learning

kaixhin / rainbow
deep-reinforcement-learning,Rainbow: Combining Improvements in Deep Reinforcement Learning
User: kaixhin
deep-learning deep-reinforcement-learning

takuseno / d3rlpy
deep-reinforcement-learning,An offline deep reinforcement learning library
User: takuseno
Home Page: https://takuseno.github.io/d3rlpy
deep-reinforcement-learning deep-learning pytorch offline-rl

carpedm20 / deep-rl-tensorflow
deep-reinforcement-learning,TensorFlow implementation of Deep Reinforcement Learning papers
User: carpedm20
tensorflow deep-reinforcement-learning dqn

opendilab / awesome-diffusion-model-in-rl
deep-reinforcement-learning,A curated list of Diffusion Model in RL resources (continually updated)
Organization: opendilab
deep-reinforcement-learning diffusion-model diffusion-models reinfocement-learning

paulescu / hands-on-rl
deep-reinforcement-learning,Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽
User: paulescu
Home Page: http://realworldml.net/the-hands-on-reinforcement-learning-course
reinforcement-learning deep-reinforcement-learning

tigerneil / awesome-deep-rl
deep-reinforcement-learning,For deep RL and the future of AI.
User: tigerneil
deep-reinforcement-learning reinforcement-learning game reward artificial-general-intelligence exploration-exploitation hierarchical-reinforcement-learning distributional multiagent-reinforcement-learning planning

pathak22 / noreward-rl
deep-reinforcement-learning,[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
User: pathak22
deep-reinforcement-learning curiosity exploration deep-learning rl deep-neural-networks mario doom self-supervised tensorflow