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» The Dynamics of Computing Agent Systems
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AIPS
2008
15 years 2 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
AAAI
2006
15 years 1 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
ICAS
2009
IEEE
142views Robotics» more  ICAS 2009»
15 years 6 months ago
Semantic Approach to Dynamic Coordination in Autonomous Systems
In open systems where the components, i.e. the agents and the resources, may be unknown at design time, or in dynamic and self-organizing systems evolving with time, there is a ne...
Artem Katasonov, Vagan Y. Terziyan
HAIS
2009
Springer
15 years 4 months ago
MACSDE: Multi-Agent Contingency Response System for Dynamic Environments
Dynamic environments represent a quite complex domain, where the information available changes continuously. In this paper, a contingency response system for dynamic environments c...
Aitor Mata, Belén Pérez Lancho, Ang&...
DALT
2007
Springer
15 years 6 months ago
Integrating Agent Models and Dynamical Systems
Agent-based modelling approaches are usually based on logical languages, whereas in many areas dynamical system models based on differential equations are used. This paper shows ho...
Tibor Bosse, Alexei Sharpanskykh, Jan Treur