135 search results - page 4 / 27 » An online POMDP algorithm for complex multiagent environment... |
169
Voted
ATAL
2007
Springer
16 years 4 hour ago
2007
Springer
Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are a popular approach for modeling multi-agent systems acting in uncertain domains. Given the signi...
147
Voted
ATAL
2004
Springer
15 years 11 months ago
2004
Springer
Decision-theoretic models have become increasingly popular as a basis for solving agent and multiagent problems, due to their ability to quantify the complex uncertainty and prefe...
147
Voted
ATAL
2006
Springer
15 years 9 months ago
2006
Springer
Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are evolving as a popular approach for modeling multiagent systems, and many different algorithms ha...
136
Voted
AI
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. In this paper, we introduce an approach called RTBSS (RealTime Belief Space Search) for real-time decision making in large POMDPs. The approach is based on a look-ahead s...
200
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ATAL
2011
Springer
14 years 5 months ago
2011
Springer
Researchers in the field of multiagent sequential decision making have commonly used the terms “weakly-coupled” and “loosely-coupled” to qualitatively classify problems i...