reinforcement-learning

There are 389 repositories under reinforcement-learning topic.

Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
computer-science algorithms systems databases machine-learning web-development security computer-architecture bioinformatics robotics embedded-systems database-systems programming-language computer-vision quantum-computing computational-biology computational-physics deep-learning reinforcement-learning
53705
ray-project / ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection java serving deployment pytorch tensorflow
Language:Python 24664
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
23877
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 59 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 pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention
Language:Jupyter Notebook 17809
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet pytorch tensorflow keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax
Language:Python 16994
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.
reinforcement-learning unity3d deep-learning unity deep-reinforcement-learning neural-networks machine-learning
Language:C# 14309
tensorflow / tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
machine-learning machine-translation deep-learning reinforcement-learning tpu
Language:Python 13193
ShangtongZhang / reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
reinforcement-learning artificial-intelligence
Language:Python 12194
ddbourgin / numpy-ml
Machine learning, in numpy
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm wgan-gp attention reinforcement-learning good-turing-smoothing knn mfcc gaussian-processes word2vec
Language:Python 11689
kmario23 / deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing artificial-neural-networks artificial-intelligence-algorithms probabilistic-graphical-models bayesian-statistics speech-recognition graph-neural-networks medical-imaging geometric-deep-learning explainable-ai probability
Language:HTML 11081
bulletphysics / bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
computer-animation game-development kinematics pybullet reinforcement-learning robotics simulation simulator virtual-reality
Language:C++ 10382
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 9139
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++ 8159
aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
sagemaker aws reinforcement-learning machine-learning deep-learning examples jupyter-notebook mlops data-science training inference
Language:Jupyter Notebook 8051
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 7894
deepmind / pysc2
StarCraft II Learning Environment
blizzard-api deepmind machine-learning reinforcement-learning starcraft-ii starcraft-ii-replays
Language:Python 7704
owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning neural-network
7502
datawhalechina / leedl-tutorial
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention
Language:Jupyter Notebook 7459
google / trax
Trax — Deep Learning with Clear Code and Speed
jax numpy deep-learning deep-reinforcement-learning machine-learning transformer reinforcement-learning
Language:Python 7415
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning pytorch-tutorials
Language:Jupyter Notebook 7367
lazyprogrammer / machine_learning_examples
A collection of machine learning examples and tutorials.
deep-learning machine-learning reinforcement-learning python natural-language-processing data-science
Language:Python 7330
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
tensorlayer deep-learning tensorflow neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google
Language:Python 7160
tensorpack / tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
tensorflow deep-learning reinforcement-learning neural-networks machine-learning
Language:Python 6257
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 6074
lucidrains / PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
artificial-intelligence attention-mechanisms deep-learning human-feedback reinforcement-learning transformers
Language:Python 5949
wandb
wandb / wandb
🔥 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 5667
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
5475
keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
keras tensorflow theano reinforcement-learning neural-networks machine-learning
Language:Python 5389
yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
reinforcement-learning course-materials deep-learning deep-reinforcement-learning git-course mooc tensorflow pytorch pytorch-tutorials keras hacktoberfest
Language:Jupyter Notebook 5278
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 5225
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
tensorflow machine-learning regression convolutional-neural-networks logistic-regression book reinforcement-learning autoencoder linear-regression classification clustering
Language:Jupyter Notebook 4455
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Language:Jupyter Notebook 4433
janhuenermann / neurojs
A JavaScript deep learning and reinforcement learning library.
deep-learning self-driving-car reinforcement-learning javascript neural-network machine-learning
Language:JavaScript 4372
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
4041
arXivTimes / arXivTimes
repository to research & share the machine learning articles
arxivtimes computer-vision machine-learning natural-language-processing reinforcement-learning
3784
stable-baselines
hill-a / stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
reinforcement-learning-algorithms reinforcement-learning machine-learning gym openai baselines toolbox python data-science
Language:Python 3751

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