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

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

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...