Topic · Management Science and Operations Research · Decision Sciences

Advanced Bandit Algorithms Research

OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.

2 papers

BioengineeringComputer Methods in Biomechanics & Biomedical EngineeringPeer-reviewedDec 3, 2025

Using Dynamic Bayesian Optimization to Induce Desired Effects in the Presence of Motor Learning: a Simulation Study

GilHwan Kim, Haider A. Chishty, Fabrizio Sergi

This study simulates human-in-the-loop optimization using Bayesian Optimization (BO) and Dynamic Bayesian Optimization (DBO) to assess DBO's effectiveness in scenarios involving motor learning, finding that DBO generally outperforms BO after sufficient iterations.

4 citations

deep learningstatistical model

𝕏 PostBluesky

NeuroscienceComputational Brain & BehaviorPeer-reviewedAug 2, 2021

Human belief state-based exploration and exploitation in an information-selective symmetric reversal bandit task

Lilla Horváth, Stanley J. Colcombe, Michael Peter Milham…·Dirk Ostwald

The paper presents a task and models human decision-making in an information-selective symmetric reversal bandit task, finding participants use a belief state-based hybrid strategy.

12 citations

humanstatistical model

𝕏 PostBluesky