Proactive and reactive coordination of non-dedicated agent teams operating in uncertain environments

• Main Authors: AGRAWAL, Pritee, VARAKANTHAM, Pradeep
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Artificial intelligence; Intelligent agents; Bench-mark problems; Disaster rescue; Dynamic environments; Priority tasks; Pro-active approach; Sample average approximation; Task allocation Uncertain environments; Human resource management; Artificial Intelligence and Robotics; Computer Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3850; https://ink.library.smu.edu.sg/context/sis_research/article/4852/viewcontent/0005.pdf
• Institution: Singapore Management University

Domains such as disaster rescue, security patrolling etc. often feature dynamic environments where allocations of tasks to agents become ineffective due to unforeseen conditions that may require agents to leave the team. Agents leave the team either due to arrival of high priority tasks (e.g., emerg...