36 search results - page 1 / 8 » Distance Estimates for Planning in the Discrete Belief Space |
AAAI
2004
13 years 6 months ago
2004
We present a general framework for studying heuristics for planning in the belief space. Earlier work has focused on giving implementations of heuristics that work well on benchma...
AIPS
2004
13 years 6 months ago
2004
Scaling conformant planning is a problem that has received much attention of late. Many planners solve the problem as a search in the space of belief states, and some heuristic gu...
AAAI
2007
13 years 7 months ago
2007
State estimation in multiagent settings involves updating an agent’s belief over the physical states and the space of other agents’ models. Performance of the previous approac...
ATAL
2007
Springer
13 years 11 months ago
2007
Springer
We present a new method for carrying out state estimation in multiagent settings that are characterized by continuous or large discrete state spaces. State estimation in multiagen...
Publication
Partially observable Markov decision processes (POMDPs) have been
successfully applied to various robot motion planning tasks under uncertainty.
However, most existing POMDP algo...