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ICMAS
1998
15 years 7 months ago
How to Explore your Opponent's Strategy (almost) Optimally
This work presents a lookahead-based exploration strategy for a model-based learning agent that enables exploration of the opponent's behavior during interaction in a multi-a...
David Carmel, Shaul Markovitch
ICML
2005
IEEE
16 years 7 months ago
ROC confidence bands: an empirical evaluation
This paper is about constructing confidence bands around ROC curves. We first introduce to the machine learning community three band-generating methods from the medical field, and...
Sofus A. Macskassy, Foster J. Provost, Saharon Ros...
FAABS
2000
Springer
15 years 9 months ago
Modeling and Programming Devices and Web Agents
This paper integrates research in robot programming and reasoning about action with research in model-based reasoning about physical systems to provide a capability for modeling an...
Sheila A. McIlraith
SEFM
2009
IEEE
16 years 26 days ago
An Automated Approach to Verifying Diagnosability in Multi-agent Systems
—This paper addresses the issue of guaranteeing the correctness of fault diagnosis mechanisms in multi-agent systems. We propose an automated approach to verifying the property o...
Jonathan Ezekiel, Alessio Lomuscio
KES
2005
Springer
15 years 11 months ago
Ontology Modeling and Storage System for Robot Context Understanding
Abstract. A mobile robot that interacts with its environment needs a machineunderstandable representation of objects and their usages. We present an ontology of objects, with gener...
Eric Wang, Yong Se Kim, Hak Soo Kim, Jin Hyun Son,...