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AIPS
2003
15 years 9 months ago
Localizing Planning with Functional Process Models
In this paper we describe a compromise between generative planning and special-purpose software. Hierarchical functional models are used by an intelligent system to represent its ...
J. William Murdock, Ashok K. Goel
ATAL
2010
Springer
15 years 8 months ago
Joint process games: from ratings to wikis
We introduce a game setting called a joint process, where the history of actions determine the state, and the state and agent properties determine the payoff. This setting is a sp...
Michael Munie, Yoav Shoham
ATAL
2005
Springer
16 years 1 months ago
A polynomial algorithm for decentralized Markov decision processes with temporal constraints
One of the difficulties to adapt MDPs for the control of cooperative multi-agent systems, is the complexity issued from Decentralized MDPs. Moreover, existing approaches can not ...
Aurélie Beynier, Abdel-Illah Mouaddib
AAMAS
2008
Springer
15 years 7 months ago
Anticipation based on constraint processing in a multi-agent context
Anticipation is a general concept used and applied in various domains. Many studies in the field of artificial intelligence have investigated the capacity for anticipation. In thi...
Arnaud Doniec, René Mandiau, Sylvain Piecho...
ATAL
2009
Springer
16 years 2 months ago
Solving multiagent assignment Markov decision processes
We consider the setting of multiple collaborative agents trying to complete a set of tasks as assigned by a centralized controller. We propose a scalable method called“Assignmen...
Scott Proper, Prasad Tadepalli