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Aspects of plan ope...
Aspects of plan operators in a tree automata framework
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- Björklund, Johanna, 1978- (författare)
- Umeå universitet,Institutionen för datavetenskap,Formal and Natural Languages
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- Jönsson, Eric (författare)
- Umeå universitet,Institutionen för datavetenskap
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- Kaati, Lisa (författare)
- Swedish Defence Research Institute
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(creator_code:org_t)
- IEEE, 2012
- 2012
- Engelska.
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Serie: Technical report / Department of Information Technology, Uppsala University, 1404-3203 ; 2012-006
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Ingår i: 2012 15th International Conference on Information Fusion (FUSION). - : IEEE. - 9780982443842 - 9781467304177 ; , s. 1462-1467
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Abstract
Ämnesord
Stäng
- Plan recognition addresses the problem of inferring an agents goals from its action. Applications range from anticipating care-takers’ needs to predicting volatile situations. In this contribution, we describe a prototype plan recognition system that is based on the well-researched theory of (weighted) finite tree automata. To illustrate the system’s capabilities, we use data gathered from matches in the real-time strategy game StarCraft II. Finally, we discuss how more advanced plan operators can be accommodated for in this framework while retaining computational efficiency by taking after the field of formal model checking and over-approximating the target language.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Nyckelord
- Plan recognition
- tree automata
- computer and systems sciences
- data- och systemvetenskap
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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