Results 131 to 140 of about 33,931 (272)

Predicting Ecological Momentary Assessments in an App for Tinnitus by Learning From Each User's Stream With a Contextual Multi-Armed Bandit. [PDF]

Front Neurosci, 2022
Shahania S, Unnikrishnan V, Pryss R, Kraft R, Schobel J, Hannemann R, Schlee W, Spiliopoulou M.   +7 more
europepmc   +1 more source

Humans adaptively resolve the explore-exploit dilemma under cognitive constraints: Evidence from a multi-armed bandit task. [PDF]

Cognition, 2022
Brown VM, Hallquist MN, Frank MJ, Dombrovski AY.   +3 more
europepmc   +1 more source

Arm order recognition in multi-armed bandit problem with laser chaos time series. [PDF]

Sci Rep, 2021
Narisawa N, Chauvet N, Hasegawa M, Naruse M.   +3 more
europepmc   +1 more source

Batched Multi-armed Bandits Problem

, 2019
To appear in NeurIPS 2019 as an oral ...
Gao, Zijun, Han, Yanjun, Ren, Zhimei, Zhou, Zhengqing   +3 more
openaire   +2 more sources

Non Stationary Multi-Armed Bandit: Empirical Evaluation of a New Concept Drift-Aware Algorithm. [PDF]

Entropy (Basel), 2021
Cavenaghi E, Sottocornola G, Stella F, Zanker M.   +3 more
europepmc   +1 more source

Imprecise Multi-Armed Bandits

We introduce a novel multi-armed bandit framework, where each arm is associated with a fixed unknown credal set over the space of outcomes (which can be richer than just the reward). The arm-to-credal-set correspondence comes from a known class of hypotheses. We then define a notion of regret corresponding to the lower prevision defined by these credal
openaire   +2 more sources

Adaptive Sequence-Based Stimulus Selection in an ERP-Based Brain-Computer Interface by Thompson Sampling in a Multi-Armed Bandit Problem. [PDF]

Proceedings (IEEE Int Conf Bioinformatics Biomed), 2021
Ma T, Huggins JE, Kang J.
europepmc   +1 more source

Enhanced Dynamic Spectrum Access in UAV Wireless Networks for Post-Disaster Area Surveillance System: A Multi-Player Multi-Armed Bandit Approach. [PDF]

Sensors (Basel), 2021
Amrallah A, Mohamed EM, Tran GK, Sakaguchi K.   +3 more
europepmc   +1 more source

Multi-armed bandit games

Annals of Operations Research
AbstractA sequential optimization model, known as the multi-armed bandit problem, is concerned with optimal allocation of resources between competing activities, in order to generate the most likely benefits, for a given period of time. In this work, following the objective of a multi-armed bandit problem, we consider a mean-field game model to ...
openaire   +1 more source

Wi-Fi Assisted Contextual Multi-Armed Bandit for Neighbor Discovery and Selection in Millimeter Wave Device to Device Communications. [PDF]

Sensors (Basel), 2021
Hashima S, Hatano K, Kasban H, Mahmoud Mohamed E.   +3 more
europepmc   +1 more source