reinforcement-learning

There are 479 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 computer-vision quantum-computing computational-biology computational-physics deep-learning reinforcement-learning
65135
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), 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 literate-programming
Language:Jupyter Notebook 48891
ray-project / ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries 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 llm-serving
Language:Python 31370
applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-data-science applied-machine-learning computer-vision data-discovery data-engineering data-quality data-science deep-learning machine-learning natural-language-processing production recsys reinforcement-learning search
26051
d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 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 21890
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# 16418
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 14949
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 14574
ShangtongZhang / reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
artificial-intelligence reinforcement-learning
Language:Python 13220
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++ 11992
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 11834
AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Language:Jupyter Notebook 11608
datawhalechina / leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍），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 chatgpt tutorial network-compression diffusion transfer-learning bert
Language:Jupyter Notebook 9886
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
9717
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 9545
Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
deep-learning machine-learning neural-network python-notebook reinforcement-learning tensorflow tutorial youtube
Language:Jupyter Notebook 9251
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 8673
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.
active-learning c-plus-plus contextual-bandits cpp learning-to-search machine-learning online-learning reinforcement-learning
Language:C++ 8410
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 jax
Language:Python 8304
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/
a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3
Language:Jupyter Notebook 8257
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 8111
stable-baselines3
DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox
Language:Python 8041
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 7998
google / trax
Trax — Deep Learning with Clear Code and Speed
jax numpy deep-learning deep-reinforcement-learning machine-learning transformer reinforcement-learning
Language:Python 7962
google-deepmind / pysc2
StarCraft II Learning Environment
blizzard-api deepmind machine-learning reinforcement-learning starcraft-ii starcraft-ii-replays
Language:Python 7929
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 7602
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 7297
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 6297
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
6007
Gymnasium
Farama-Foundation / Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
api gym reinforcement-learning
Language:Python 5856
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 5759
pliang279 / awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing reading-list reinforcement-learning representation-learning robotics speech-processing
5506
keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
keras machine-learning neural-networks reinforcement-learning tensorflow theano
Language:Python 5491
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 4777
vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
wandb reinforcement-learning pytorch python gym machine-learning deep-reinforcement-learning deep-learning atari ale a2c proximal-policy-optimization ppo advantage-actor-critic actor-critic phasic-policy-gradient
Language:Python 4552
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 4451

reinforcement-learning

Developer-Y / cs-video-courses

labmlai / annotated_deep_learning_paper_implementations

ray-project / ray

eugeneyan / applied-ml

d2l-ai / d2l-en

Unity-Technologies / ml-agents

tensorflow / tensor2tensor

ddbourgin / numpy-ml

ShangtongZhang / reinforcement-learning-an-introduction

bulletphysics / bullet3

kmario23 / deep-learning-drizzle

AI4Finance-Foundation / FinGPT

datawhalechina / leedl-tutorial

owainlewis / awesome-artificial-intelligence

aws / amazon-sagemaker-examples

Hvass-Labs / TensorFlow-Tutorials

MorvanZhou / Reinforcement-learning-with-tensorflow

VowpalWabbit / vowpal_wabbit

wandb / wandb

datawhalechina / easy-rl

lazyprogrammer / machine_learning_examples

DLR-RM / stable-baselines3

MorvanZhou / PyTorch-Tutorial

google / trax

google-deepmind / pysc2

lucidrains / PaLM-rlhf-pytorch

tensorlayer / TensorLayer

tensorpack / tensorpack

jason718 / awesome-self-supervised-learning

Farama-Foundation / Gymnasium

yandexdataschool / Practical_RL

pliang279 / awesome-multimodal-ml

keras-rl / keras-rl

udacity / deep-reinforcement-learning

vwxyzjn / cleanrl

BinRoot / TensorFlow-Book