bandit-algorithm

There are 3 repositories under bandit-algorithm topic.

andrecianflone / thompson
Thompson Sampling Tutorial
thompson-sampling bandit bandit-algorithm reinforcement-learning
Language:Jupyter Notebook 45
thunfischtoast / LinUCB
Contextual bandit algorithm called LinUCB / Linear Upper Confidence Bounds as proposed by Li, Langford and Schapire
java bandit-algorithm bandit-learning contextual-bandits linucb
Language:Java 28
iheartradio / thomas
Another A/B test library
bayesian ab-testing bandit bandits bandit-algorithm bayesian-analysis scala functional-programming functional-reactive-programming public
Language:Scala 23
mmalekzadeh / privacy-preserving-bandits
Privacy-Preserving Bandits (MLSys'20)
bandit-algorithms differential-privacy machine-learning online-machine-learning reinforcement-learning contextual-bandits privacy-preserving-machine-learning privacy-preserving-bandits criteo-dataset federated-learning recommender-system recommendation bandit-learning bandit-algorithm differentially-private
Language:Jupyter Notebook 22
raklokesh / ReinforcementLearning_Sutton-Barto_Solutions
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
reinforcement-learning sutton-book bandit-algorithm sutton-gambler sutton-gridworld blackjack-montecarlo maximization-bias batch-update sarsa qlearning infinite-variance dynaq gradient-descent rl-sutton semi-gradient-sarsa mountain-car short-corridor optimal-policy feature-engineering
Language:Python 20
adik993 / reinforcement-learning-sutton
bandit-algorithm cliffwalking dyna-q gridworld multi-armed-bandits q-learning racecar random-walk reinforcement-learning sarsa sutton-book td-lambda
Language:Python 14
Nth-iteration-labs / streamingbandit-ui
Client that handles the administration of StreamingBandit online, or straight from your desktop. Setup and run streaming (contextual) bandit experiments in your browser.
streamingbandit-client react bandit-learning bandit-algorithm contextual-bandits multiarm-bandit javascript client webapp machine-learning
Language:JavaScript 8
clreda / NORDic
Network-Oriented Repurposing of Drugs Python Package
bandit-algorithm boolean-network drug-repurposing gene-regulatory-network gene-regulatory-network-inference drug-simulation
Language:Jupyter Notebook 6
niravnb / Movie-Recommendation-using-Cascading-Bandits
Movie Recommendation using Cascading Bandits namely CascadeLinTS and CascadeLinUCB
recommender-system movie-recommendation bandit-algorithm
Language:MATLAB 6
vinaychetnani / Q-Learning-for-Non-Competitive-Bridge-Bidding
reinforcement-learning bandit-algorithm deep-learning
Language:Python 5
alextanhongpin / go-a-b
A/B testing metrics collection with golang
bandit-algorithm go golang nomad
Language:Go 4
Ralami1859 / Adversarial-Multi-Armed-bandit
Adversarial multi-armed bandit algorithms
adversarial-machine-learning bandit-algorithm
Language:MATLAB 4
simerplaha / reinforcement-learning
Reinforcement learning
reinforcement-learning bellman-equation bandit-algorithm markov-decision-processes monte-carlo
Language:Scala 4
NickKaparinos / Stanford-CS-234-RL-2022
Solutions to the Stanford CS:234 Reinforcement Learning 2022 course assignments.
bandit-algorithm deep-reinforcement-learning dqn policy-gradients pytorch stanford-university
Language:Python 1
rasros / evolutionarybandit
Research project on automated A/B testing of software by evolutionary bandits.
bandit-algorithm genetic-algorithm evolutionary-algorithm matlab
Language:MATLAB 1
vwang0 / causal_inference
ab-testing simulation experiment bandit-learning bandit-algorithm
Language:Jupyter Notebook 1
znreza / RL_Best_Presentation
This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.
reinforcement-learning reinforcement-learning-algorithms td-learning sarsa sarsa-learning exploration exploitation bandit-algorithm bandit-learning alphago active-learning passive-learning model-based-rl model-free rl-vs-supervised-learning rl-vs-unsupervised-learning
1
KavishBhatia / MachineLearning
stochastic-gradient-descent binary-logistic-regression support-vector-machines adaboost bandit-algorithm gaussian-discriminant-analysis
Language:Jupyter Notebook 0
mgpopinjay / bandit-algorithms
A small collection of Bandit Algorithms (ETC, E-Greedy, Elimination, UCB, Exp3, LinearUCB, and Thompson Sampling)
bandit-algorithm online-learning
Language:Python 0