97 search results - page 9 / 20 » An epsilon-Optimal Grid-Based Algorithm for Partially Observ... |
148
Voted
ICTAI
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--The difficulties encountered in sequential decisionmaking problems under uncertainty are often linked to the large size of the state space. Exploiting the structure of th...
139
Voted
ATAL
2006
Springer
15 years 7 months ago
2006
Springer
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...
139
Voted
AAAI
2007
15 years 6 months ago
2007
Partially Observable Markov Decision Processes (POMDPs) provide an appropriately rich model for agents operating under partial knowledge of the environment. Since finding an opti...
143
Voted
IJCAI
2003
15 years 5 months ago
2003
The problem of deriving joint policies for a group of agents that maximize some joint reward function can be modeled as a decentralized partially observable Markov decision proces...
178
Voted
AI
2011
Springer
14 years 7 months ago
2011
Springer
In this work, we explore how local interactions can simplify the process of decision-making in multiagent systems, particularly in multirobot problems. We review a recent decision-...