In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandits) and Kernel UCB. Some of the well cited papers in this context are also implemented.
☆93May 27, 2026Updated 2 months ago
Alternatives and similar repositories for Multi-armed-Bandits
Users that are interested in Multi-armed-Bandits are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆98Oct 21, 2021Updated 4 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆71Jun 4, 2021Updated 5 years ago
- Study NeuralUCB and regret analysis for contextual bandit with neural decision☆103Dec 14, 2021Updated 4 years ago
- Multi-Armed Bandit Algorithms Library (MAB)☆136Apr 13, 2026Updated 3 months ago
- Linear UCB bandit learning algorithm L Li(2010) python code☆19Oct 6, 2014Updated 11 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multi-armed bandits for dynamic movie recommendations☆14Nov 20, 2019Updated 6 years ago
- Implementing LinUCB and HybridLinUCB in Python.☆49May 15, 2018Updated 8 years ago
- MABWiser: Contextual Multi-Armed Bandits Library☆287Sep 5, 2024Updated last year
- Stream Data based News Recommendation - Contextual Bandit Approach☆47Nov 15, 2017Updated 8 years ago
- Yahoo! news article recommendation system by linUCB☆112Feb 1, 2018Updated 8 years ago
- Bandit algorithms simulations for online learning☆89May 13, 2020Updated 6 years ago
- Edge-weighted online bipartite matching (JACM 2022)☆12Jun 18, 2023Updated 3 years ago
- Big Data's open seminars: An Interactive Introduction to Reinforcement Learning☆63Jun 7, 2021Updated 5 years ago
- ☆11Dec 21, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is a DQN-based recommendation system for item-list recommendation and it finally achieved second place in the competition of RL-base…☆11Oct 8, 2021Updated 4 years ago
- Learning Multi-Armed Bandits by Examples. Currently covering MAB, UCB, Boltzmann Exploration, Thompson Sampling, Contextual MAB, LinUCB, …☆48Nov 25, 2025Updated 8 months ago
- Personal Website Generated by Jemdoc☆13Jun 7, 2026Updated last month
- Code for "Best arm identification in multi-armed bandits with delayed feedback", AISTATS 2018.☆20Apr 3, 2018Updated 8 years ago
- ☆106Sep 13, 2021Updated 4 years ago
- Bandit algorithms for dynamic pricing of many products☆42Nov 5, 2019Updated 6 years ago
- Thompson Sampling Tutorial☆56Jan 25, 2019Updated 7 years ago
- Recommender system that implements Simon Funk's iterative and approximation of Singular Value Decomposition made popular from the Netflix…☆10Nov 18, 2015Updated 10 years ago
- Accompanying repository for Unsupervised Active Domain Randomization in Goal-Directed RL☆12Aug 4, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset☆57Aug 9, 2020Updated 5 years ago
- The goal of this project is to build an RL-based algorithm that can help cab drivers maximize their profits by improving their decision-m…☆13Jul 9, 2021Updated 5 years ago
- ☆15May 27, 2019Updated 7 years ago
- Python implementations of contextual bandits algorithms☆838Jun 28, 2026Updated 3 weeks ago
- This repository contains the code used to run generate the data splits, run the hyperparameter tunings, and export the results presented …☆14Jul 22, 2022Updated 4 years ago
- Simple implementation of GP-UCB algorithm.☆55Jan 20, 2017Updated 9 years ago
- Robust PCA in Python☆35May 10, 2013Updated 13 years ago
- Multi-Arm Bandits for online recommendations via Particle Thompson Sampling with Probabilistic Matrix Factorization☆14May 9, 2018Updated 8 years ago
- Keras implementation of `Decoupled Neural Interfaces using Synthetic Gradients`☆12Oct 19, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- working example of a contextual multi-armed bandit☆55Sep 3, 2019Updated 6 years ago
- Python library for Multi-Armed Bandits☆771Feb 11, 2020Updated 6 years ago
- Implementation of point-based value iteration (for POMDPs)☆12Mar 31, 2020Updated 6 years ago
- Autonomous racing using ILQR and JAX.☆39Jun 24, 2024Updated 2 years ago
- AdBandit: A New Algorithm For Multi-Armed Bandits☆11Mar 22, 2015Updated 11 years ago
- Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play☆14May 1, 2018Updated 8 years ago
- Python module for registering and instantiating classes by name☆13Dec 11, 2019Updated 6 years ago