Dear Colleagues,

Apologies for cross-posting.
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The PAIR submission deadline is extended to November 16th (AoE).
Workshop CFP website: https://easychair.org/cfp/PAIR2021

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This workshop seeks to bring together researchers and practitioners from
diverse backgrounds, to share  ideas and recent results. It will aim to
identify important research directions, opportunities for synthesis and
unification of representations and algorithms for recognition.
Contributions of research results are sought in the following areas of:

-Plan, activity, intent, or behavior recognition
-Adversarial planning, opponent modeling
-Modeling multiple agents, modeling teams
-User modeling on the web and in intelligent user interfaces
-Acquaintance models
-Plan recognition and user modeling in marketplaces and e-commerce
-Intelligent tutoring systems (ITS)
-Machine learning for plan recognition and user modeling
-Personal software assistants
-Social network learning and analysis
-Monitoring agent conversations (overhearing)
-Observation-based coordination and collaboration (teamwork)
-Multi-agent plan recognition
-Observation-based failure detection
-Monitoring multi-agent interactions
-Uncertainty reasoning for plan recognition
-Commercial applications of user modeling and plan recognition
-Representations for agent modeling
-Modeling social interactions
-Inferring emotional states
-Reverse engineering and program recognition
-Programming by demonstration
-Imitation

Due to the diversity of disciplines engaging in this area, related
contributions in other fields are also welcome.

Invited Speakers:
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Prof. Subbarao Kambhampati
Prof. Peter Stone

Submission Guidelines:
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All submissions must be original. If a work is under submission to the main
conference or a different conference,  it should be clearly mentioned in
the submitted file.
Papers must be in trouble-free, high-resolution PDF format, formatted for
US Letter (8.5" x 11") paper, using Type 1 or TrueType fonts.
Submissions are anonymous, and must conform to the AAAI-21 instructions for
double-blind review.

Full Papers:
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We accept full paper submissions. Papers must be formatted in AAAI
two-column, camera-ready style; see the 2021 author kit for details:
http://www.aaai.org/Publications/Templates/AuthorKit21.zip
Submissions may have up to 9 pages with pages 8 and 9 containing nothing
but references.

Demo Track:
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The PAIR workshop will include a demo track. Authors are required to submit
two items: (1) a 2-page short paper describing their system, formatted in
AAAI two-column style, and (2) a video (of duration up to 10 minutes) of
the proposed demonstration. Slides are also permitted in lieu of video, but
greater weight will be given to submissions accompanied by videos. The
paper must present the technical details of the demonstration, discuss
related work, and describe the significance of the demonstration.
We welcome submission of demos submitted to the demo session of the main
conference.

The demo track will be chaired by Dr. Ramon Fraga Pereira and Christabel
Wayllace. Questions regarding demos should be referred to
[email protected] or [email protected]


Workshop Chairs:
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Dr. Sarah Keren (primary contact)
Harvard University,
School of Engineering and Applied Sciences
Cambridge, MA
Email: [email protected] or [email protected]

Dr. Reuth Mirsky
University of Texas
Department of Computer Science
Austin, TX
Email: [email protected]

Dr. Christopher Geib
SIFT LLC
319 1st Ave. North, Suite 400
Minneapolis MN 55401-1689
Email: [email protected]

Contact:
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All questions about submissions should be emailed to Sarah Keren at
[email protected].
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