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Ranking in Contextual Multi-Armed Bandits.

CoRR, 2022
Amitis Shidani   +2 more
openaire   +1 more source

An Empirical Assessment of the Performance of Multi-Armed Bandits and Contextual Multi-Armed Bandits in Handling Cold-Start Bugs

Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023
Neetu Singh, Sandeep Kumar Singh 0001
openaire   +1 more source

Adaptive Sequence Learning: Contextual Multi-armed Bandit Approach

2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2023
Danny Nguyen   +3 more
openaire   +1 more source

Selecting Multiple Web Adverts: A Contextual Multi-Armed Bandit With State Uncertainty

Journal of the Operational Research Society, 2020
David S. Leslie, James Edwards
exaly  

Exploration-Exploitation in a Contextual Multi-Armed Bandit Task

2015
We introduce the Contextual Multi-Armed Bandit task as a method to assess decision making in uncertain environments and test how participants behave in this task. Within an experimental paradigm named Mining in Space, participants see 4 different planets that are described by 3 different binary elements (the context) and then have to decide on which ...
Schulz, E.   +2 more
openaire   +1 more source

Hyper-Heuristics Using Multi-Armed Bandit Models for Multi-Objective Optimization

Applied Soft Computing Journal, 2020
Ricardo Lüders   +2 more
exaly  

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