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AAAI
2012
11 years 10 months ago
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
AGENTS
2000
Springer
14 years 10 days ago
A knowledge-based approach for designing intelligent team training systems
This paper presents a knowledge approach to designing team training systems using intelligent agents. We envision a computer-based training system in which teams are trained by pu...
Jianwen Yin, Michael S. Miller, Thomas R. Ioerger,...
CEEMAS
2003
Springer
14 years 1 months ago
Tailoring an Agent Architecture to a Flexible Platform Suitable for Cooperative Robotics
Flexibility and adaptability are essential properties of intelligent manufacturing systems. However, it is a major challenge to realize these properties and the benefits of a flexi...
Lars Kock Jensen, Yves Demazeau, Bent Bruun Kriste...
CLIMA
2010
13 years 6 months ago
Speculative Abductive Reasoning for Hierarchical Agent Systems
Answer sharing is a key element in multi-agent systems as it allows agents to collaborate towards achieving a global goal. However exogenous knowledge of the world can influence e...
Jiefei Ma, Krysia Broda, Randy Goebel, Hiroshi Hos...
AI
2007
Springer
14 years 2 months ago
Planning in Multiagent Expedition with Collaborative Design Networks
DEC-POMDPs provide formal models of many cooperative multiagent problems, but their complexity is NEXP-complete in general. We investigate a sub-class of DEC-POMDPs termed multiage...
Yang Xiang, Franklin Hanshar