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Michael Katehakis

  • 634 Citations
  • 14 h-Index
1984 …2020
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Multi-armed Bandit Mathematics
Random variables Engineering & Materials Science
Bandit Problems Mathematics
Servers Engineering & Materials Science
Repair Engineering & Materials Science
Reward Mathematics
Finite Horizon Mathematics
Series System Mathematics

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Projects 2014 2020

Collaborative Research: Theoretical And Algorithmic Advances In Sequential Adaptive Decisions

Katehakis, M.

National Science Foundation (NSF)

9/1/17 → 8/31/20

Project: Research project

Controllers
Random processes
Health care
Decision making
Chemical activation

Eager: Event-Driven, Goal-Oriented Dynamic Resource Deployment

Katehakis, M.

National Science Foundation (NSF)

9/1/14 → 8/31/16

Project: Research project

Resource allocation
Costs
Computational methods
Computer science
Sensor networks

Research Output 1984 2019

EXPLORATION-EXPLOITATION POLICIES with ALMOST SURE, ARBITRARILY SLOW GROWING ASYMPTOTIC REGRET

Cowan, W. & Katehakis, M., Jan 1 2019, (Accepted/In press) In : Probability in the Engineering and Informational Sciences.

Research output: Contribution to journal › Article

Regret
Exploitation
Multi-armed Bandit
Bandit Problems
Finite Horizon

Introduction

Katehakis, M., Feb 1 2019, In : Naval Research Logistics. 66, 1, 1 p.

Research output: Contribution to journal › Editorial

1 Citation (Scopus)

Level product form QSF processes and an analysis of queues with Coxian interarrival distribution

Ertiningsih, D., Katehakis, M., Smit, L. C. & Spieksma, F. M., Feb 1 2019, In : Naval Research Logistics. 66, 1, p. 57-72 16 p.

Research output: Contribution to journal › Article

Product Form
Queue
Stationary Distribution
Sojourn Time
Irreducibility

Introduction

Katehakis, M., Dec 1 2018, In : Naval Research Logistics. 65, 8, 1 p.

Research output: Contribution to journal › Editorial

Normal bandits of unknown means and variances

Cowan, W., Honda, J. & Katehakis, M., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-28 28 p.

Research output: Contribution to journal › Article

Random variables
Regret
Unknown
Random variable
Finite Horizon