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amirbalef /PS_MOMAB

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Multi-Objective Multi-Armed Bandit

multi-objective multi-armed-bandit non-stationary bandit-algorithms ucb-algorithm

UpdatedJul 17, 2023
Python

narjesno /Reinforcement-Learning

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This repository contains all of the Reinforcement Learning-related projects I've worked on. The projects are part of the graduate course at the University of Tehran.

monte-carlo epsilon-greedy policy-gradient sarsa dynamic-programming policy-iteration model-based-rl n-armed-bandit-problem on-policy off-policy double-q-learning model-free-rl n-step-bootstrapping n-step-expected-sarsa n-step-tree-backup ucb-algorithm

UpdatedOct 2, 2021
HTML

rmitsuboshi /bandit

Star3

A small collection of Bandit algorithms, written in Rust 🦀.

machine-learning bandit bandit-algorithms exp3-algorithm ucb-algorithm asymptotically-optimal-ucb-algorithm etc-algorithm exp3ix-algorithm

UpdatedJun 12, 2023
Rust

sahandkhoshdel99 /Reinforcement-Learning-

Star2

monte-carlo q-learning dqn epsilon-greedy policy-gradient dynamic-programming transfer-learning policy-iteration value-iteration model-based-rl behavioral-economics sarsa-learning n-armed-bandit-problem double-q-learning model-learning n-step-expected-sarsa n-step-tree-backup ucb-algorithm cognitive-fallacies

UpdatedSep 27, 2021
Jupyter Notebook

alxndrTL /RL-essais-cliniques

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reinforcement-learning clinical-trials multi-armed-bandit exploration-exploitation epsilon-greedy-exploration ucb-algorithm essais-cliniques

UpdatedSep 6, 2022

theheisenberg10 /Marketing-Mix-for-Leading-Hospitality-Company

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Sending personalized marketing offers (called free play in a casino setting) to players by observing data on their gaming behavior and demographic information

reinforcement-learning abtesting bayesian-neural-networks multiarmed-bandits ucb-algorithm

UpdatedSep 1, 2023

pacificrm /Simulating-the-Multi-Armed-Bandit

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Simulating-the-Multi-Armed-Bandit with 10 arms using algorithms like Greedy, Epsilon-Greedy and UCB.

reinforcement-learning epsilon-greedy reinforcement-learning-algorithms multiarmed-bandits epsilon-greedy-exploration ucb-algorithm

UpdatedNov 26, 2024
Jupyter Notebook

Piyushi-0 /Fair-MAMAB

Star1

Code for our AAMAS '25 oral paper, 'Multi-agent Multi-armed Bandits with Minimum Reward Guarantee Fairness'.

multi-agent fairness bandits ucb-algorithm

UpdatedJun 23, 2025
Jupyter Notebook

Asterinos1 /RL_n_Dynamic_Optimization

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This rep contains the projects made for the course "Reinforcement Learning and Dynamic Optimization" at TUC (2024).

reinforcement-learning reinforcement-learning-algorithms multi-armed-bandits multiplicative-weights ucb-algorithm

UpdatedMar 24, 2025
Jupyter Notebook

rachelsng /Multiarmed-Bandits-Website-Tuning

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[Python] 4 multi-armed bandit algorithms are implemented to determine which one can most effectively determine the best website configuration that maximise signups.

python stochastic greedy-algorithms multiarmed-bandits ucb-algorithm

UpdatedJan 20, 2022
Jupyter Notebook

Shlok1810 /Ad-Selection-Algorithm-using-Machine-learning

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Which Advertisement is the best fit for our business we can directly get through UCB Algorithm

machine-learning reinforcement-learning advertisement thompson-sampling selection-algorithm ucb-algorithm

UpdatedApr 21, 2021
Jupyter Notebook

Anjali001 /Reinforcement-Learning

Star0

reinforcement-learning policy-gradient reinforce greedy-algorithm td-learning sarsa-learning td-lambda exploration-exploitation epsilon-greedy-exploration ucb-algorithm

UpdatedMay 16, 2022
Jupyter Notebook

meezys /Bernoulli-Bandits

Star0

An implementation of Bandit Algorithms, focusing on the case of Bernoulli Rewards.

thompson-sampling stochastic moss bandits bernoulli kl-ucb ucb-algorithm lattimore adaucb explore-then-commit

UpdatedDec 3, 2025
Python

vismaychuriwala /Optimal-Strategies-in-Multi-Armed-Bandits

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This repository contains several implementations of multi-armed bandit (MAB) agents applied to a simulated cricket match where an agent selects among different strategies with the goal of maximizing runs while minimizing the risk of getting out.

reinforcement-learning risk-management kl-divergence proababilistic multiarmed-bandits regret-minimization ucb-algorithm