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Generalization in Planning
Topics
Topics
Topics of interest to this workshop bring together research being conducted in a range of areas, including classical planning, knowledge engineering, partial policies and reinforcement learning, plan verification, and model checking. Potential topics include but are not limited to:
- Learning and deriving generalized plans.
- Learning generalizable policies with reinforcement learning.
- Transfer learning of generalizable policies.
- Representation of generalizable solutions.
- Driving domain control knowledge and partial policies with planning and learning.
- Program synthesis.
- Heuristics for plan and policy generalization.
- Generation and detection of good examples for planning and learning.
- Generalized planning for problems with partial observability and/or noise.
- Learning models for generalizable planning.
- Model checking for generalization guarantees.
Workshop Format
Workshop Format
The workshop will feature multiple invited plenary and highlight talks as well as presentations of submitted technical and position papers. It will also include discussion sessions tuned to the topics presented at the workshop. It is scheduled for one-day.
Confirmed Invited Speakers
Confirmed Invited Speakers
We are glad to announce the following speakers for GenPlan ‘20 workshop:
- Hector Geffner (invited talk)
- Leslie Kaelbling (invited talk)
- Giuseppe De Giacomo (highlights talk)
- George Konidaris (highlights talk)
- Sheila McIlraith (highlights talk)
- Peter Stone (highlights talk)
Submission
Submission
Submissions can describe either work in progress or mature work that has already been published at other research venues and would be of interest to researchers working on generalization in planning. Previously published work in whole or in part may be in the form of a resubmission of a previous paper, or in the form of a position paper that overviews and cites a body of work. Submissions of papers being reviewed at other venues (AAAI, ECAI, ICAPS,...) are welcome since this is a non-archival venue and we will not require a transfer of copyright. If such papers are currently under blind review, please anonymize the submission. Technical papers may be up to 8 pages + 1 for references; position papers may be up to 2 pages including references. Accepted papers will be cited and referenced from this website to their original/camera-ready published versions.
All papers should be typeset in the AAAI style, described at http://www.aaai.org/Publications/Author/author.php, with the AuthorKit20 template https://www.aaai.org/Publications/Templates/AuthorKit20.zip.
Papers should be submitted via EasyChair at https://easychair.org/conferences/?conf=genplan20 .
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