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AAAI
2007
15 years 9 months ago
Using Eye-Tracking Data for High-Level User Modeling in Adaptive Interfaces
In recent years, there has been substantial research on exploring how AI can contribute to Human-Computer Interaction by enabling an interface to understand a user’s needs and a...
Cristina Conati, Christina Merten, Saleema Amershi...
IAT
2006
IEEE
16 years 18 days ago
A Q-decomposition LRTDP Approach to Resource Allocation
This paper contributes to solve effectively stochastic resource allocation problems known to be NP-Complete. To address this complex resource management problem, the merging of tw...
Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak...
ATAL
2006
Springer
15 years 10 months ago
Savings in Combinatorial Auctions Through Transformation Relationships
In a previous work we extended the notion of multi-unit combinatorial reverse auction (MUCRA) by adding a new dimension to the goods at auction. A buyer can express transformabilit...
Andrea Giovannucci, Jesús Cerquides, Juan A...
AIPS
2009
15 years 7 months ago
Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping
Distributed POMDPs provide an expressive framework for modeling multiagent collaboration problems, but NEXPComplete complexity hinders their scalability and application in real-wo...
Pradeep Varakantham, Jun-young Kwak, Matthew E. Ta...
ATAL
2010
Springer
15 years 7 months ago
Using geometric diffusions for recognition-primed multi-agent decision making
Several areas of multi-agent research, such as large-scale agent organization and experience-based decision making, demand novel perspectives and efficient approaches for multisca...
Xiaocong Fan, Meng Su