Please note that imprecise probabilities are one of the highlighted topics

 

 

NEWS/UPDATES: 

- The workshop is non-archival! Papers already submitted to/accepted at other venues are welcome!

- All accepted papers can be presented as posters at the main ICAPS conference.



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*** WORKSHOP ANNOUNCEMENT ***

**SUBMISSION DEADLINE: MARCH 7, 2014**


CALL FOR PAPERS

1st ICAPS Workshop on Models and Paradigms for Planning Under Uncertainty

Portsmouth, New Hampshire, USA, June 22-23, 2014

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Great strides have been made in automated AI planning under uncertainty in recent years, including symbolic and compact representations of planning problems and very efficient techniques for solving them. The effectiveness of these methods has been demonstrated in the past International Planning Competitions, and, to some extent, in real-world applications such as navigation tasks, space operations, railway control, and rescue/evacuation tasks.     

However, there are several remaining challenges for developing uncertainty models for the planning systems. When deployed in the real world, these systems often face a constantly changing environment, whose evolution is not deterministic. In addition to the environmental dynamics, planning systems must also deal with the partial knowledge about their surroundings, their models of the environment, and their goals in that environment. Addressing all these aspects successfully may require a range of modeling tools from precise and imprecise probabilities to fuzzy and possibilistic logic.

The aim of this workshop is to discuss various models and paradigms for planning under uncertainty in a broad sense, including but also going beyond the traditional probabilistic planning paradigms.

Relevant topics include but are not limited to:

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Submission Procedure:

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Paper submissions are accepted in PDF only. Please format submissions in AAAI style. Refer to the author instructions on the AAAI web site for detailed formatting instructions and LaTeX style files. Papers can be submitted in one of two categories:

Papers must be submitted by March 7th, 2014. All ICAPS deadlines refer to 23:59 in the UTC-12 time zone (i.e., if the deadline has not yet passed at some place in the world, you are on time.)

Paper submissions should be made through the workshop EasyChair web site https://www.easychair.org/conferences/?conf=mppu14.


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Important Dates:

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Organizers:

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Program Committee:

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