Profit-maximizing sequential task allocation to a team of selfish agents with deep reinforcement learning

We study the problem of sequential task allocation among selfish agents through the lens of dynamic mechanism design framework. In this game, the manager has to maximize its own utility in face of a random team of selfish agents.The problem assumes a discrete-time setting in which each time step com...

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Bibliographic Details
Main Author: Zhang, Shizhuo
Other Authors: Pun Chi Seng
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157056
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Institution: Nanyang Technological University
Language: English