Strategic planning for flexible agent availability in large taxi fleets

Strategic planning for flexible agent availability in large taxi fleets

In large scale multi-agent systems like taxi fleets, individual agents (taxi drivers) are self interested (maximizing their own profits) and this can introduce inefficiencies in the system. One such inefficiency is with regards to the "required" availability of taxis at different time peri...

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Bibliographic Details
Main Authors: RAJIV RANJAN KUMAR, VARAKANTHAM, Pradeep, CHENG, Shih-Fen
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
large taxi fleet
equilibrium solution
game theory
optimization
replicator dynamics
data/policy completion
Artificial Intelligence and Robotics
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/8072
https://ink.library.smu.edu.sg/context/sis_research/article/9075/viewcontent/taxi_shift_game_aamas23.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8072
https://ink.library.smu.edu.sg/context/sis_research/article/9075/viewcontent/taxi_shift_game_aamas23.pdf

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