albietz / cb_bakeoff
scripts for evaluation of contextual bandit algorithms
☆45Updated 4 years ago
Alternatives and similar repositories for cb_bakeoff:
Users that are interested in cb_bakeoff are comparing it to the libraries listed below
- Experimentation for oracle based contextual bandit algorithms.☆31Updated 2 years ago
- Contextual Bandit Algorithms (+Bandit Algorithms)☆22Updated 5 years ago
- Contextual bandit in python☆110Updated 3 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Updated 7 years ago
- Public repository for the work on bandit problems☆23Updated 10 months ago
- Library of contextual bandits algorithms☆334Updated 11 months ago
- Code for "Best arm identification in multi-armed bandits with delayed feedback", AISTATS 2018.☆19Updated 6 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆66Updated 3 years ago
- Library for Multi-Armed Bandit Algorithms☆57Updated 7 years ago
- In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandit…☆82Updated 4 years ago
- Bandit algorithms simulations for online learning☆83Updated 4 years ago
- Linear UCB bandit learning algorithm L Li(2010) python code☆18Updated 10 years ago
- Study NeuralUCB and regret analysis for contextual bandit with neural decision☆91Updated 3 years ago
- A lightweight python library for bandit algorithms☆30Updated 2 years ago
- Non-stationary Off-policy Evaluation☆13Updated 6 years ago
- ☆30Updated 4 years ago
- Non stationary bandit for experiments with Reinforcement Learning☆34Updated 7 years ago
- Multi-Armed Bandit Algorithms Library (MAB)☆132Updated 2 years ago
- Contextual bandit benchmarking☆49Updated 5 months ago
- ☆16Updated 8 years ago
- ☆102Updated 3 years ago
- Implementing LinUCB and HybridLinUCB in Python.☆47Updated 6 years ago
- Bandit algorithms☆29Updated 7 years ago
- Big Data's open seminars: An Interactive Introduction to Reinforcement Learning☆64Updated 3 years ago
- Empirical tests of various bandit algorithms.☆16Updated 10 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 5 years ago
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆22Updated last year
- Customizable RecSys Simulator for OpenAI Gym☆26Updated 3 years ago
- Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset☆56Updated 4 years ago
- ☆15Updated 5 years ago