Title
Planning under uncertainty and its applications
Abstract
Several application domains require planning techniques that model uncertainty in the results of both actions and observations. Actions may have different effects that cannot be predicted at planning time. Observations may result into uncertainty about the current state of the world. In this paper, we first discuss the problem of planning with uncertainty in action execution and observations. We then discuss how this problem can be relevant to different application domains that represent rather different characteristics, like planning for controlling a robot that has to perform a surveillance task, as well as planning for the automated composition of web services for e-commerce.
Year
DOI
Venue
2006
10.1007/11829263_12
Reasoning, Action and Interaction in AI Theories and Systems
Keywords
DocType
Volume
application domain,action execution,surveillance task,different characteristic,automated composition,different application domain,web service,different effect,model uncertainty,current state,e commerce
Conference
4155
ISSN
ISBN
Citations 
0302-9743
3-540-37901-0
0
PageRank 
References 
Authors
0.34
24
1
Name
Order
Citations
PageRank
Paolo Traverso13483223.80