Effect of human biases on human-agent teams

• Main Authors: PARUCHURI, Praveen, VARAKANTHAM, Pradeep Reddy, SYCARA, Katia, SCERRI, Paul
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: human-agent team; distributed constraint optimization problem; human biases effect; resource allocation problems; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/618; https://ink.library.smu.edu.sg/context/sis_research/article/1617/viewcontent/Effect_of_human_biases_on_human_agent_teams_av.pdf
• Institution: Singapore Management University

As human-agent teams get increasingly deployed in the real-world, agent designers need to take into account that humans and agents have different abilities to specify preferences. In this paper, we focus on how human biases in specifying preferences for resources impacts the performance of large, he...