35 search results - page 7 / 7 » Decision-Theoretic Planning |
AI
2007
Springer
13 years 11 months ago
2007
Springer
DEC-POMDPs provide formal models of many cooperative multiagent problems, but their complexity is NEXP-complete in general. We investigate a sub-class of DEC-POMDPs termed multiage...
ATAL
2010
Springer
13 years 6 months ago
2010
Springer
Memory-bounded techniques have shown great promise in solving complex multi-agent planning problems modeled as DEC-POMDPs. Much of the performance gains can be attributed to pruni...
AAAI
2008
13 years 7 months ago
2008
Building architectures for autonomous rational behavior requires the integration of several AI components, such as planning, learning and execution monitoring. In most cases, the ...
SCAI
2008
13 years 6 months ago
2008
We propose a troubleshooting algorithm that can troubleshoot systems with dependent action costs. When actions are performed they may change the way the system is decomposed and af...
AGENTS
2001
Springer
13 years 9 months ago
2001
Springer
We present a framework that enables a belief-desire-intention (BDI) agent to dynamically choose its intention reconsideration policy in order to perform optimally in accordance wi...