multi-armed-bandit

There are 3 repositories under multi-armed-bandit topic.

mpatacchiola / dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
actor-critic deep-reinforcement-learning dissecting-reinforcement-learning drone-landing genetic-algorithm inverted-pendulum markov-chain mountain-car multi-armed-bandit neural-networks q-learning reinforcement-learning sarsa temporal-differencing-learning
Language:Python 622
SMPyBandits
SMPyBandits / SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
research multi-arm-bandits internet-of-things simulations python open-source learning-theory cognitive-radio bandit-algorithms multi-armed-bandit
Language:Jupyter Notebook 407
OnYuKang / Recommendation-systems-paperlist
Papers about recommendation systems that I am interested in
collaborative-filtering deep-learning explainable-recommendations multi-armed-bandit recommendation recommender-system session-based-recommendation-system social-network survey
364
MLBazaar / BTB
A simple, extensible library for developing AutoML systems
automl gaussian-processes hyperparameter-optimization multi-armed-bandit
Language:Python 175
taoensso / touchstone
Simple A/B testing library for Clojure
clojure epl taoensso split-testing multi-armed-bandit engagement-testing
Language:Clojure 140
alison-carrera / mabalgs
:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:
multi-armed-bandit mab arm reward thompson-sampling simulation ucb algorithm ranking-algorithm rank ranked-mab monte-carlo montecarlo-simulation contextual-bandits reinforcement-learning reinforcement-learning-algorithms
Language:Python 133
Unity-Technologies / BanditDungeon
Demo project using multi-armed bandit algorithm
multi-armed-bandit unity unity3d
Language:C# 102
roycoding / slots
A multi-armed bandit library for Python
multi-armed-bandit python
Language:Python 82
Nth-iteration-labs / contextual
Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies
contextual bandit simulation statistics multi-armed cmab contextual-bandits bandit-learning bandit-experiments reinforcement-learning reinforcement exploitation exploration evaluation machine-learning multi-armed-bandit contextual-bandit-policies cran offline-bandit multi-armed-bandits
Language:R 80
Nth-iteration-labs / streamingbandit
Python application to setup and run streaming (contextual) bandit experiments.
streaming bandit mab cmab contextual sequential online multi-armed multi-armed-bandit
Language:Python 80
mab
stitchfix / mab
Library for multi-armed bandit selection strategies, including efficient deterministic implementations of Thompson sampling and epsilon-greedy.
multiarmed-bandits golang go experimentation data-science reinforcement-learning thompson-sampling multi-armed-bandit multi-armed-bandits thompson
Language:Go 54
google / MAB
R package for Multi-Armed Bandit Simulation Study
multi-armed-bandit
Language:R 37
ardaegeunlu / Contextual-Gaussian-Process-Bandit-Optimization
Simple implementation of the CGP-UCB algorithm.
multi-armed-bandit gaussian-processes machine-learning machine-learning-algorithms reinforcement-learning reinforcement-learning-algorithms
Language:Python 34
antoine-hochart / bandit_algo_evaluation
Offline evaluation of multi-armed bandit algorithms
multi-armed-bandit epsilon-greedy upper-confidence-bound thompson-sampling policy-evaluation
Language:Python 23
gdmarmerola / advanced-bandit-problems
More about the exploration-exploitation tradeoff with harder bandits
machine-learning bandit-algorithms multi-armed-bandit
Language:Jupyter Notebook 23
improve-ai / python-ranker
Contextual Multi-Armed Bandit Platform for Scoring, Ranking & Decisions
improve-ai ab-testing ai contextual-bandits machine-learning multi-armed-bandit personalization python recommender-system xgboost reinforcement-learning multivariate-testing
Language:Python 21
jacksonpradolima / coleman4hcs
COLEMAN (Combinatorial VOlatiLE Multi-Armed BANdit) - and strategies for HCS context
tcpci ci tcp mab coleman multi-armed-bandit test-case-prioritization continuous-integration hcs highly-configurable-system
Language:Jupyter Notebook 18
ZIYU-DEEP / Awesome-Papers-on-Combinatorial-Semi-Bandit-Problems
A curated list on papers about combinatorial multi-armed bandit problems.
bandit-algorithms combinatorial-optimization multi-armed-bandit thompson-sampling combinatorial-bandit
17
idanmoradarthas / MutiArmedBandit-DeepLearning
Multi-armed bandit algorithm with tensorflow and 11 policies
deep-reinforcement-learning epsilon multi-armed-bandit python3 softmax tensorflow ucb
Language:Python 15
nathanwispinski / meta-rl
A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
a2c a3c haiku jax multi-armed-bandit reinforcement-learning rnn deep-learning neural-network python
Language:Jupyter Notebook 15
ir-uam / EnsembleBandits
Software for the experiments reported in the RecSys 2019 paper "Multi-Armed Recommender System Bandit Ensembles"
ensemble multi-armed-bandit recommender-system
Language:Java 14
Correlated-AoI-Bandits
ishank-juneja / Correlated-AoI-Bandits
Author's implementation of the paper Correlated Age-of-Information Bandits.
multi-armed-bandit ucb thompson-sampling age-of-information aoi correlated-multi-armed-bandits correlated-arms aoi-regret
Language:Python 14
xin-pu / DeepSharp
secondary development by torchsharp for Deep Learning and Reinforcement Learning
deep-learning reinforcement-learning torch qlearning multi-armed-bandit dqn actor-critic
Language:C# 14
improve-ai / swift-ranker
Easily Score & Rank Codable Objects with ML
improve-ai ai personalization contextual-bandits ios machine-learning objective-c swift reinforcement-learning recommender-system xgboost multi-armed-bandit ab-testing multivariate-testing
Language:Swift 13
DURUII / Replica-AUCB
🐯REPLICA of "Auction-based combinatorial multi-armed bandit mechanisms with strategic arms"
aucb aution bandit-algorithms bandits cmab mab multi-armed-bandit
Language:Python 11
singhsidhukuldeep / contextual-bandits
A comprehensive Python library implementing a variety of contextual and non-contextual multi-armed bandit algorithms—including LinUCB, Epsilon-Greedy, Upper Confidence Bound (UCB), Thompson Sampling, KernelUCB, NeuralLinearBandit, and DecisionTreeBandit—designed for reinforcement learning applications
algorithms bandit-algorithms contextual-bandits epsilon-greedy linucb machine-learning multi-armed-bandit python reinforcement-learning
Language:Python 10
ardaegeunlu / X-armed-Bandits
Implementation of the X-armed Bandits algorithm, as detailed in the paper, "X-armed Bandits", Bubeck et al., 2011.
reinforcement-learning machine-learning-algorithms multi-armed-bandit multi-armed-bandits reinforcement-learning-algorithms
Language:Python 9
improve-ai / tracker-trainer
Contextual Multi-Armed Bandit Reward Tracker & Model Trainer
improve-ai ab-testing ai aws aws-lambda contextual-bandits decision-trees multi-armed-bandit parquet python recommender-system reinforcement-learning serverless serverless-framework xgboost machine-learning ml personalization
Language:Python 9
KaleabTessera / Multi-Armed-Bandit
Implementation of greedy, E-greedy and Upper Confidence Bound (UCB) algorithm on the Multi-Armed-Bandit problem.
reinforcement-learning multi-armed-bandit epsilon-greedy greedy upper-confidence-bounds
Language:Python 9
RicardoMoya / Reinforcemente_Learning_with_Python
En este proyecto de GitHhub podrás encontrar parte del material que utilizo para impartir las clases del módulo introductorio de Reinforcement Learning (Aprendizaje por Refuerzo)
aprendizaje-por-refuerzo sarsa-learning multi-armed-bandit q-learning reinforcement-learning
Language:Jupyter Notebook 9
ardaegeunlu / Non-Stochastic-Bandit-Slate-Algorithms
Implementations of the bandit algorithms with unordered and ordered slates that are described in the paper "Non-Stochastic Bandit Slate Problems", by Kale et al. 2010.
machine-learning machine-learning-algorithms machine-learning-models multi-armed-bandit multi-armed-bandits reinforcement-learning
Language:Python 8
AppliedGameTheoryHomeworkSolutions
NikolaZubic / AppliedGameTheoryHomeworkSolutions
Solutions for course: "Applied Game Theory" taken at University of Novi Sad - Faculty of Technical Sciences
softmax softmax-policy multi-armed-bandit minimax-algorithm bellman-ford-algorithm markov-decision-process tic-tac-toe blackjack q-learning temporal-difference-learning sarsa-learning monte-carlo-methods cournot-competition instigation-game applied-game-theory game-theory evolutionary-game-theory
Language:Jupyter Notebook 8
FlynnOwen / multi-armed-bandits
Multi-Armed Bandit method of accurately estimating the largest parameter out of a set of candidates.
machine multi-armed-bandit multi-armed-bandits python reinforcement-learning
Language:Python 7
juliennonin / multiplayer-bandits
Multi-Player Bandits Revisited [L. Besson & É. Kaufmann]
mab multi-armed-bandit reinforcement-learning
Language:Python 7
BryanSWeber / CUNYAIModule
CUNYBot, an AI that plays complete games of Starcraft.
economics genetic-algorithm multi-armed-bandit starcraft
Language:C++ 6
jakemaz66 / RecoveringSleepingBandit
A Novel Multi-Arm Bandit Optimization Implementation using reinforcement learning in Python for selecting Notifications.
duolingo multi-armed-bandit optimization reinforcement-learning
Language:Python 5

multi-armed-bandit

mpatacchiola / dissecting-reinforcement-learning

SMPyBandits / SMPyBandits

OnYuKang / Recommendation-systems-paperlist

MLBazaar / BTB

taoensso / touchstone

alison-carrera / mabalgs

Unity-Technologies / BanditDungeon

roycoding / slots

Nth-iteration-labs / contextual

Nth-iteration-labs / streamingbandit

stitchfix / mab

google / MAB

ardaegeunlu / Contextual-Gaussian-Process-Bandit-Optimization

antoine-hochart / bandit_algo_evaluation

gdmarmerola / advanced-bandit-problems

improve-ai / python-ranker

jacksonpradolima / coleman4hcs

ZIYU-DEEP / Awesome-Papers-on-Combinatorial-Semi-Bandit-Problems

idanmoradarthas / MutiArmedBandit-DeepLearning

nathanwispinski / meta-rl

ir-uam / EnsembleBandits

ishank-juneja / Correlated-AoI-Bandits

xin-pu / DeepSharp

improve-ai / swift-ranker

DURUII / Replica-AUCB

singhsidhukuldeep / contextual-bandits

ardaegeunlu / X-armed-Bandits

improve-ai / tracker-trainer

KaleabTessera / Multi-Armed-Bandit

RicardoMoya / Reinforcemente_Learning_with_Python

ardaegeunlu / Non-Stochastic-Bandit-Slate-Algorithms

NikolaZubic / AppliedGameTheoryHomeworkSolutions

FlynnOwen / multi-armed-bandits

juliennonin / multiplayer-bandits

BryanSWeber / CUNYAIModule

jakemaz66 / RecoveringSleepingBandit