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Isomorph-Free Branch and Bound Search for Finite State Controllers

Grzes, Marek, Poupart, Pascal, Hoey, Jesse (2013) Isomorph-Free Branch and Bound Search for Finite State Controllers. In: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI). . (KAR id:48657)

Abstract

The recent proliferation of smart-phones and other wearable devices has lead

processes provide a natural framework to design applications that

given the limited battery life, there is a need to minimize the amount of

finite state controller since there is no need for belief monitoring or

to search for a good controller. In contrast to many existing algorithms

also show how to reduce the amount of search by avoiding the enumeration of

bounds. The approach is demonstrated on several benchmark problems as well

as a smart-phone application to assist persons with Alzheimer's to wayfind.

Item Type: Conference or workshop item (Paper)
Subjects: Q Science > Q Science (General)
Q Science > Q Science (General) > Q335 Artificial intelligence
Divisions: Faculties > Sciences > School of Computing
Faculties > Sciences > School of Computing > Computational Intelligence Group
Depositing User: Marek Grzes
Date Deposited: 26 May 2015 20:43 UTC
Last Modified: 06 May 2020 03:12 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/48657 (The current URI for this page, for reference purposes)
Grzes, Marek: https://orcid.org/0000-0003-4901-1539
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