Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design

Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design

A fundamental question in a sequential decision making setting under uncertainty is “how to allocate resources amongst competing entities so as to maximize the rewards accumulated in the long run?”. The resources allocated may be either abstract quantities such as time or concrete quantities such as...

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Bibliographic Details
Main Author: Prashanth, L A
Other Authors: Bhatnagar, Shalabh
Language:en_US
Published: 2017
Subjects:
Vehicular Traffic Control
Service Systems
Sensor Networks
Mechanism Design
Traffic Signal Control - Q-Learning
Traffic Signal Control
Signal Control - Threshold Tuning
Traffic Light Control Algorithm
Adaptive Labor Staffing
Sleep-Wake Scheduling Algorithms
Reinforcement Learning
Vehicular Control
Graded Signal Control
Adaptive Sleep–wake Control
Computer Science
Online Access:http://hdl.handle.net/2005/2810
http://etd.ncsi.iisc.ernet.in/abstracts/3583/G25548-Abs.pdf

Internet

http://hdl.handle.net/2005/2810
http://etd.ncsi.iisc.ernet.in/abstracts/3583/G25548-Abs.pdf

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