Topic: deep-reinforcement-learning Goto Github

👇 Here are 2540 public repositories matching this topic...

aamini / introtodeeplearning
deep-reinforcement-learning,Lab Materials for MIT 6.S191: Introduction to Deep Learning
User: aamini
mit deep-learning neural-networks tensorflow tensorflow-tutorials music-generation computer-vision algorithmic-bias deep-reinforcement-learning deeplearning

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

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

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

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

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 qlearning ppo

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

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

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

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

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

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

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

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

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

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

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

huaizhengzhang / awesome-system-for-machine-learning
deep-reinforcement-learning,A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
User: huaizhengzhang
Home Page: https://ai-engineering.club/
machine-learning system deep-learning optimization paper resouce-management deep-reinforcement-learning edge-computing computer-system distributed-systems

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

ikostrikov / pytorch-a3c
deep-reinforcement-learning,PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
User: ikostrikov
python reinforcement-learning pytorch deep-learning actor-critic a3c pytorch-a3c asynchronous-methods deep-reinforcement-learning asynch

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

kengz / slm-lab
deep-reinforcement-learning,Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
User: kengz
Home Page: https://slm-lab.gitbook.io/slm-lab/
pytorch reinforcement-learning deep-reinforcement-learning benchmark policy-gradient dqn ppo sac a2c a3c

keon / deep-q-learning
deep-reinforcement-learning,Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
User: keon
Home Page: https://keon.io/deep-q-learning
ddqn deep-learning deep-q-network deep-reinforcement-learning dqn reinforcement-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
artificial-intelligence-algorithms artificial-neural-networks bayesian-statistics computer-vision deep-learning deep-neural-networks deep-reinforcement-learning explainable-ai geometric-deep-learning graph-neural-networks machine-learning medical-imaging natural-language-processing optimization pattern-recognition probabilistic-graphical-models probability reinforcement-learning speech-recognition visual-recognition

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

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
artificial-intelligence data-science deep-learning deep-reinforcement-learning deep-rl deeplearning jupyter-notebooks machine-learning mit neural-networks segmentation self-driving-cars tensorflow tensorflow-tutorials

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

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

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 reinforcement-learning

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 large-language-models reinforcement-learning rlhf

opendilab / di-star
deep-reinforcement-learning,An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Organization: opendilab
artificial-intelligence deep-learning deep-reinforcement-learning league reinforcment-learning self-play starcraft2

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

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 openai-gym

rail-berkeley / softlearning
deep-reinforcement-learning,Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
Organization: rail-berkeley
Home Page: https://sites.google.com/view/sac-and-applications
deep-learning deep-neural-networks deep-reinforcement-learning machine-learning reinforcement-learning soft-actor-critic

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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