Contextual multi-armed bandit recommender system using Vowpal Wabbit
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Updated
Apr 10, 2022 - Python
Contextual multi-armed bandit recommender system using Vowpal Wabbit
Awesome list about anything bandit problems
Source code for the numerical experiments presented in the paper "On the Unreasonable Efficiency of State Space Clustering in Personalization Tasks".
Easily Score & Rank JSON-Encodable Objects with ML
Easily Score & Rank Codable Objects with ML
This project encompasses my master's thesis titled: Audio-Visual Attention Modeling via Reinforcement Learning.
Code for our PRICAI 2022 paper: "Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior".
Contextual Bandit Engine
OCaml bindings to vowpal wabbit
lightweight contextual bandit library for ts/js
Code for our AJCAI 2020 paper: "Online Semi-Supervised Learning in Contextual Bandits with Episodic Reward".
Proof of concept for a recommender system for Yelp, using bandit algorithms.
Experiments for paper "Online Learning with Costly Features in Non-stationary Environments"
Contextual Multi-Armed Bandit Platform for Scoring, Ranking & Decisions
Multi-objective Stochastic Linear Bandits
This project aims to implement those algorithms from different papers related to online learning
Official Implementation of On Optimal Private Online Stochastic Optimization and High Dimensional Decision Making
Challenge of solving a personalization task with RL methods.
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