reinforcement-learning

There are 320 repositories under reinforcement-learning topic.

ray-project / ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java machine-learning model-selection optimization parallel python ray reinforcement-learning rllib serving
Language:Python 20562
applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-machine-learning production applied-data-science machine-learning data-science reinforcement-learning data-engineering recsys search deep-learning data-quality data-discovery computer-vision natural-language-processing
19696
ml-agents
Unity-Technologies / ml-agents
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.
deep-learning deep-reinforcement-learning machine-learning neural-networks reinforcement-learning unity unity3d
Language:C# 12906
tensorflow / tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
deep-learning machine-learning machine-translation reinforcement-learning tpu
Language:Python 12303
ShangtongZhang / reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
artificial-intelligence reinforcement-learning
Language:Python 11503
ddbourgin / numpy-ml
Machine learning, in numpy
attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec
Language:Python 11342
kmario23 / deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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
Language:HTML 10109
bulletphysics / bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
simulation robotics kinematics virtual-reality reinforcement-learning computer-animation game-development simulator pybullet
Language:C++ 9320
Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
tensorflow deep-learning machine-learning reinforcement-learning python-notebook tutorial neural-network youtube
Language:Jupyter Notebook 9011
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
deep-learning deep-learning-tutorial gan machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Jupyter Notebook 9003
VowpalWabbit / vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
c-plus-plus machine-learning online-learning contextual-bandits reinforcement-learning active-learning learning-to-search cpp
Language:C++ 7960
deepmind / pysc2
StarCraft II Learning Environment
blizzard-api deepmind machine-learning reinforcement-learning starcraft-ii starcraft-ii-replays
Language:Python 7516
MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
reinforcement-learning tutorial q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn prioritized-replay dueling-dqn deep-deterministic-policy-gradient asynchronous-advantage-actor-critic actor-critic tensorflow-tutorials proximal-policy-optimization ppo machine-learning
Language:Python 7341
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
a3c artificial-intelligence chatbot deep-learning dqn gan google imagenet neural-network object-detection python reinforcement-learning tensorflow tensorflow-tutorial tensorflow-tutorials tensorlayer
Language:Python 7010
google / trax
Trax — Deep Learning with Clear Code and Speed
deep-learning deep-reinforcement-learning jax machine-learning numpy reinforcement-learning transformer
Language:Python 6913
aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
aws data-science deep-learning examples inference jupyter-notebook machine-learning mlops reinforcement-learning sagemaker training
Language:Jupyter Notebook 6902
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial
Language:Jupyter Notebook 6793
owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning unsupervised-learning
6778
lazyprogrammer / machine_learning_examples
A collection of machine learning examples and tutorials.
data-science deep-learning machine-learning natural-language-processing python reinforcement-learning
Language:Python 6750
tensorpack / tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
deep-learning machine-learning neural-networks reinforcement-learning tensorflow
Language:Python 6205
keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
keras tensorflow theano reinforcement-learning neural-networks machine-learning
Language:Python 5271
yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow
Language:Jupyter Notebook 4966
jason718 / awesome-self-supervised-learning
A curated list of awesome self-supervised methods
machine-learning computer-vision self-supervised reinforcement-learning robotics natural-language-processing deep-learning
4843
datawhalechina / easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg easy-rl double-dqn dueling-dqn td3
Language:Jupyter Notebook 4755
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow
Language:Jupyter Notebook 4445
janhuenermann / neurojs
A JavaScript deep learning and reinforcement learning library.
deep-learning self-driving-car reinforcement-learning javascript neural-network machine-learning
Language:JavaScript 4343
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms
Language:Jupyter Notebook 4184
client
wandb / client
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
machine-learning experiment-track deep-learning keras tensorflow pytorch hyperparameter-search reinforcement-learning mlops data-science collaboration hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning model-versioning ml-platform
Language:Python 3909
arXivTimes / arXivTimes
repository to research & share the machine learning articles
machine-learning natural-language-processing computer-vision reinforcement-learning arxivtimes
3699
stable-baselines
hill-a / stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
baselines data-science gym machine-learning openai python reinforcement-learning reinforcement-learning-algorithms toolbox
Language:Python 3536
stable-baselines3
DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
reinforcement-learning reinforcement-learning-algorithms machine-learning gym openai baselines toolbox stable-baselines python pytorch robotics sde gsde sb3
Language:Python 3527
Reinforcement-Learning
andri27-ts / Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
reinforcement-learning machine-learning artificial-intelligence deep-reinforcement-learning deep-learning policy-gradients evolution-strategies a2c deepmind dqn qlearning ppo
Language:Jupyter Notebook 3412
pytorch / ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
reinforcement-learning alphago-zero rl rl-environment alpha-zero go
Language:C++ 3262
pliang279 / awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
multimodal-learning machine-learning representation-learning natural-language-processing computer-vision speech-processing robotics healthcare reading-list deep-learning reinforcement-learning
3219
microsoft / tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
ai deep-learning deeplearning machine-learning machinelearning reinforcement-learning debugging debugging-tool debug monitoring explainable-ai explainable-ml saliency model-visualization data-science python jupyter-notebook jupyter
Language:Jupyter Notebook 3216
deepmind / open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
games reinforcement-learning multiagent cpp python
Language:C++ 3185

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