#

multi-armed-bandits

Here are 100 public repositories matching this topic...

tensorflow / agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms tf-agents

Updated Oct 9, 2024
Python

st-tech / zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

research datasets multi-armed-bandits contextual-bandits off-policy-evaluation

Updated Jun 3, 2024
Python

fidelity / mabwiser

[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library

machine-learning recsys multi-armed-bandits contextual-bandits parametric-bandits non-parametric-bandits

Updated Sep 5, 2024
Python

rlberry-py / rlberry

An easy-to-use reinforcement learning library for research and education.

reinforcement-learning reinforcement-learning-algorithms multi-armed-bandits reinforcement-learning-environments

Updated Oct 28, 2024
Python

fidelity / mab2rec

[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender

recsys recommendation multi-armed-bandits

Updated Oct 11, 2024
Jupyter Notebook

antonismand / Personalized-News-Recommendation

Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset

python reinforcement-learning recommendation-system multi-armed-bandits linucb

Updated Oct 21, 2021
Jupyter Notebook

bayesianbandits / bayesianbandits

A Pythonic microframework for multi-armed bandit problems

reinforcement-learning multi-armed-bandits bayesian-statistics

Updated Nov 4, 2024
Python

Nth-iteration-labs / contextual

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

Updated Jul 25, 2020
R

mab

stitchfix / mab

Library for multi-armed bandit selection strategies, including efficient deterministic implementations of Thompson sampling and epsilon-greedy.

go golang data-science reinforcement-learning thompson-sampling experimentation multi-armed-bandits multi-armed-bandit thompson multiarmed-bandits

Updated Oct 8, 2024
Go

wbwang2020 / MP-MAB

This project is created for the simulations of the paper: [Wang2021] Wenbo Wang, Amir Leshem, Dusit Niyato and Zhu Han, "Decentralized Learning for Channel Allocation inIoT Networks over Unlicensed Bandwidth as aContextual Multi-player Multi-armed Bandit Game", to appear in IEEE Transactions on Wireless Communications, 2021.

machine-learning-algorithms multi-armed-bandits multi-agent-reinforcement-learning

Updated Oct 12, 2021
Python

kulinshah98 / Multi-Armed-Bandit-Algorithms

Python implementation of UCB, EXP3 and Epsilon greedy algorithms

epsilon-greedy multi-armed-bandits upper-confidence-bounds bandit-algorithms stochastic-bandit-algorithms adversarial-bandit-algorithms exp3-algorithm

Updated Oct 4, 2018
Python

cfoh / Multi-Armed-Bandit-Example

Learning Multi-Armed Bandits by Examples. Currently covering MAB, UCB, Boltzmann Exploration, Thompson Sampling, Contextual MAB, Deep MAB.

machine-learning reinforcement-learning recommendation-system multi-armed-bandits

Updated Oct 1, 2023
Python

ir-uam / kNNBandit

Software for the experiments reported in the RecSys 2019 paper "A Simple Multi-Armed Nearest-Neighbor Bandit for Interactive Recommendation"

reinforcement-learning recommender-systems knn multi-armed-bandits recsys2019

Updated Apr 4, 2024
Java

RonyAbecidan / Neural-Thompson-Sampling

Study of the paper 'Neural Thompson Sampling' published in October 2020

neural-network thompson-sampling multi-armed-bandits non-linear-optimization contextual-bandits neural-tangent-kernel neural-thompson-sampling

Updated Sep 27, 2022
Jupyter Notebook

nphdang / Bandit-BO

Bayesian Optimization for Categorical and Continuous Inputs

machine-learning optimization thompson-sampling hyperparameter-optimization hyperopt gaussian-processes bayesian-optimization multi-armed-bandits hyperparameter-tuning automl automated-machine-learning smac categorical-variables continuous-variable acquisition-functions gpyopt batch-bayesian-optimization

Updated Jul 20, 2020
Python

xuedong / machine-learning-summer-schools

Curated materials for different machine learning related summer schools

machine-learning natural-language-processing statistics reinforcement-learning deep-learning optimization automatic-differentiation deep-reinforcement-learning multi-agent generative-adversarial-network transfer-learning kernel-methods mcmc gaussian-processes variational-inference multi-armed-bandits probabilistic-graphical-models causal-inference optimal-transport interpretability

Updated Mar 8, 2021
Jupyter Notebook

Kenza-AI / mab-ranking

Online Ranking with Multi-Armed-Bandits

learning-to-rank multi-armed-bandits online-learning online-learning-algorithms mab-ranking online-learning-to-rank

Updated Sep 4, 2021
Python

akshaykhadse / reinforcement-learning

Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

reinforcement-learning linear-programming thompson-sampling epsilon-greedy ucb policy-evaluation mdps multi-armed-bandits policy-iteration randomised-algorithms reinforcement-learning-excercises kl-divergence markovian-epidemic-processes reinforcement-learning-analysis multiarm-bandit ucb1 howards-pi batch-switching randomized-policy-iteration

Updated May 21, 2018
Python

IoT-MAB

tuyenta / IoT-MAB

Decentralized Intelligent Resource Allocation for LoRaWAN Networks

lorawan multi-armed-bandits resource-allocation

Updated May 9, 2019
Python

adik993 / reinforcement-learning-sutton

reinforcement-learning q-learning sarsa gridworld multi-armed-bandits random-walk racecar bandit-algorithm sutton-book td-lambda dyna-q cliffwalking

Updated Mar 4, 2020
Python

Improve this page

Add a description, image, and links to the multi-armed-bandits topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the multi-armed-bandits topic, visit your repo's landing page and select "manage topics."