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» AI planning: solutions for real world problems
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AIPS
2006
13 years 9 months ago
Planning for PDDL3 - An OCSP Based Approach
Recent research in AI Planning is focused on improving the quality of the generated plans. PDDL3 incorporates hard and soft constraints on goals and the plan trajectory. Plan traj...
Bharat Ranjan Kavuluri, Naresh Babu Saladi, Deepak...
CEEMAS
2005
Springer
14 years 1 months ago
Dialectical Theory for Multi-agent Assumption-Based Planning
The purpose of this paper is to introduce a dialectical theory for plan synthesis based on a multi-agent approach. This approach is a promising way to devise systems based on agent...
Damien Pellier, Humbert Fiorino
ICCBR
2003
Springer
14 years 23 days ago
Case-Based Ranking for Decision Support Systems
Abstract. Very often a planning problem can be formulated as a ranking problem: i.e. to find an order relation over a set of alternatives. The ranking of a finite set of alternat...
Paolo Avesani, Sara Ferrari, Angelo Susi
ML
2008
ACM
174views Machine Learning» more  ML 2008»
13 years 7 months ago
ALLPAD: approximate learning of logic programs with annotated disjunctions
In this paper we present the system ALLPAD for learning Logic Programs with Annotated Disjunctions (LPADs). ALLPAD modifies the previous system LLPAD in order to tackle real world ...
Fabrizio Riguzzi
ECAI
2006
Springer
13 years 11 months ago
The Incompleteness of Planning with Volatile External Information
In many real-world planning environments, some of the information about the world is both external (the planner must request it from external information sources) and volatile (it ...
Tsz-Chiu Au, Dana S. Nau