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ARGMAS
2005
Springer
14 years 1 months ago
Practical Strategic Reasoning and Adaptation in Rational Argument-Based Negotiation
Recent years have seen an increasing interest of multiagent system research in employing the theory of argumentation for the development of communication protocols. While signific...
Michael Rovatsos, Iyad Rahwan, Felix A. Fischer, G...
AAAI
2008
13 years 10 months ago
A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC
Many real-world problems are characterized by complex relational structure, which can be succinctly represented in firstorder logic. However, many relational inference algorithms ...
Hoifung Poon, Pedro Domingos, Marc Sumner
AAAI
2007
13 years 10 months ago
Optimizing Anthrax Outbreak Detection Using Reinforcement Learning
The potentially catastrophic impact of a bioterrorist attack makes developing effective detection methods essential for public health. In the case of anthrax attack, a delay of ho...
Masoumeh T. Izadi, David L. Buckeridge
AAAI
2008
13 years 10 months ago
Lifted First-Order Belief Propagation
Unifying first-order logic and probability is a long-standing goal of AI, and in recent years many representations combining aspects of the two have been proposed. However, infere...
Parag Singla, Pedro Domingos
AAAI
2008
13 years 10 months ago
A Meta-Programming Technique for Debugging Answer-Set Programs
Answer-set programming (ASP) is widely recognised as a viable tool for declarative problem solving. However, there is currently a lack of tools for developing answer-set programs....
Martin Gebser, Jörg Pührer, Torsten Scha...