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ATAL
2007
Springer
13 years 11 months ago
Subjective approximate solutions for decentralized POMDPs
A problem of planning for cooperative teams under uncertainty is a crucial one in multiagent systems. Decentralized partially observable Markov decision processes (DECPOMDPs) prov...
Anton Chechetka, Katia P. Sycara
CDC
2009
IEEE
170views Control Systems» more  CDC 2009»
13 years 3 months ago
ESMF based multiple UAVs active cooperative observation method in relative velocity coordinates
based on extended set-membership filter (ESMF) and the path planning method in relative velocity coordinates (RVCs), a new 3D multiple Unmanned Aerial Vehicle (UAV) systems active ...
Feng Gu, Yuqing He, Jianda Han, Yuechao Wang
CDC
2008
IEEE
144views Control Systems» more  CDC 2008»
13 years 11 months ago
Decentralized predictive sensor allocation
Abstract— We present a method of dynamic coalition formation (DCF) in sensor networks to achieve well-informed sensor-target allocations. Forecasts of target movements are incorp...
Mark Ebden, Mark Briers, Stephen Roberts
ATAL
2006
Springer
13 years 9 months ago
Decentralized planning under uncertainty for teams of communicating agents
Decentralized partially observable Markov decision processes (DEC-POMDPs) form a general framework for planning for groups of cooperating agents that inhabit a stochastic and part...
Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A....
ATAL
2009
Springer
13 years 12 months ago
Lossless clustering of histories in decentralized POMDPs
Decentralized partially observable Markov decision processes (Dec-POMDPs) constitute a generic and expressive framework for multiagent planning under uncertainty. However, plannin...
Frans A. Oliehoek, Shimon Whiteson, Matthijs T. J....