dc.contributor.author |
Meadows, Benjamin |
en |
dc.contributor.author |
Langley, Patrick |
en |
dc.contributor.author |
Emery, Miranda |
en |
dc.coverage.spatial |
Bellevue, Washington, USA |
en |
dc.date.accessioned |
2014-11-18T22:44:06Z |
en |
dc.date.issued |
2013 |
en |
dc.identifier.citation |
AAAI 2013 Workshop on Plan, Activity, and Intent Recognition, Bellevue, Washington, USA, 15 Jul 2013 - 18 Jul 2013. Plan, Activity, and Intent Recognition: Papers from the AAAI 2013 Workshop. 24-31. 2013 |
en |
dc.identifier.uri |
http://hdl.handle.net/2292/23518 |
en |
dc.description.abstract |
In this paper we present a new approach to plan understanding that explains observed actions in terms of domain knowledge. The process operates over hierarchical methods and utilizes an incremental form of data-driven abductive inference. We report experiments on problems from the Monroe corpus that demonstrate a basic ability to construct plausible explanations, graceful degradation of performance with reduction of the fraction of actions observed, and results with incremental processing that are comparable to batch interpretation. We also discuss research on related tasks such as plan recognition and abductive construction of explanations. |
en |
dc.relation.ispartof |
AAAI 2013 Workshop on Plan, Activity, and Intent Recognition |
en |
dc.relation.ispartofseries |
Plan, Activity, and Intent Recognition: Papers from the AAAI 2013 Workshop |
en |
dc.rights |
Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. |
en |
dc.rights.uri |
https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm |
en |
dc.title |
Seeing Beyond Shadows: Incremental Abductive Reasoning for Plan Understanding |
en |
dc.type |
Conference Item |
en |
pubs.begin-page |
24 |
en |
pubs.author-url |
http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7028 |
en |
pubs.end-page |
31 |
en |
pubs.finish-date |
2013-07-18 |
en |
pubs.publication-status |
Published |
en |
pubs.start-date |
2013-07-15 |
en |
dc.rights.accessrights |
http://purl.org/eprint/accessRights/RestrictedAccess |
en |
pubs.subtype |
Conference Paper |
en |
pubs.elements-id |
426388 |
en |
pubs.org-id |
Engineering |
en |
pubs.org-id |
Department of Electrical, Computer and Software Engineering |
en |
pubs.record-created-at-source-date |
2014-02-12 |
en |