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AAAI
2006
15 years 8 months ago
Unifying Logical and Statistical AI
Intelligent agents must be able to handle the complexity and uncertainty of the real world. Logical AI has focused mainly on the former, and statistical AI on the latter. Markov l...
Pedro Domingos, Stanley Kok, Hoifung Poon, Matthew...
WOA
2004
15 years 8 months ago
A Conceptual Framework for Self-Organising MAS
Abstract-- In this seminal paper, we sketch a general conceptual framework for self-organising systems (SOSs) that encompasses both stigmergy and MAS coordination, and potentially ...
Andrea Omicini, Alessandro Ricci, Mirko Viroli, Cr...
AUTOMATICA
2008
127views more  AUTOMATICA 2008»
15 years 7 months ago
On decentralized negotiation of optimal consensus
A consensus problem consists of finding a distributed control strategy that brings the state or output of a group of agents to a common value, a consensus point. In this paper, we...
Björn Johansson, Alberto Speranzon, Mikael Jo...
AMAST
2010
Springer
15 years 2 months ago
Learning in a Changing World, an Algebraic Modal Logical Approach
Abstract. We develop an algebraic modal logic that combines epistemic and dynamic modalities with a view to modelling information acquisition (learning) by automated agents in a ch...
Prakash Panangaden, Mehrnoosh Sadrzadeh
AAAI
2007
15 years 9 months ago
A Modal Logic for Beliefs and Pro Attitudes
Agents’ pro attitudes such as goals, intentions, desires, wishes, and judgements of satisfactoriness play an important role in how agents act rationally. To provide a natural an...
Kaile Su, Abdul Sattar, Han Lin, Mark Reynolds