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» Plan Generation and Plan Execution in Agent Programming
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SEMWEB
2007
Springer
15 years 7 months ago
Formulation of Hierarchical Task Network Service (De)composition
The Hierarchical Task Network (HTN) planning method is conceived of as a useful method for Web service composition as well as classical task planning. However, there are no complet...
Seiji Koide, Hideaki Takeda
ESAW
2009
Springer
15 years 8 months ago
Incorporating BDI Agents into Human-Agent Decision Making Research
Artificial agents, people, institutes and societies all have the ability to make decisions. Decision making as a research area therefore involves a broad spectrum of sciences, ran...
Bart Kamphorst, Arlette van Wissen, Virginia Dignu...
AAAI
2006
15 years 2 months ago
Point-based Dynamic Programming for DEC-POMDPs
We introduce point-based dynamic programming (DP) for decentralized partially observable Markov decision processes (DEC-POMDPs), a new discrete DP algorithm for planning strategie...
Daniel Szer, François Charpillet
AIPS
2008
15 years 3 months ago
Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression
High dimensionality of belief space in DEC-POMDPs is one of the major causes that makes the optimal joint policy computation intractable. The belief state for a given agent is a p...
Abdeslam Boularias, Brahim Chaib-draa
EOR
2006
66views more  EOR 2006»
15 years 1 months ago
Performance prediction of an unmanned airborne vehicle multi-agent system
Consider unmanned airborne vehicle (UAV) control agents in a dynamic multi-agent system. The agents must have a set of goals such as destination airport and intermediate positions...
Zhaotong Lian, Abhijit Deshmukh