CAPIR: Collaborative action planning with intention recognition

• Main Authors: Nguyen T., Hsu D., Lee W., Tze-Yun LEONG, Kaelbling L., Lozano-Perez T., Grant A.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/3002; https://ink.library.smu.edu.sg/context/sis_research/article/4002/viewcontent/CAPIR.pdf
• Institution: Singapore Management University

We apply decision theoretic techniques to construct nonplayer characters that are able to assist a human player in collaborative games. The method is based on solving Markov decision processes, which can be difficult when the game state is described by many variables. To scale to more complex games,...