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  Using AI planning technology for army small unit operations (2000) [15 citations — 4 self]

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by Austin Tate, John Levine, Peter Jarvis, Jeff Dalton
Poster Paper in the Proceedings of the Artificial Intelligence Planning and Scheduling Systems Conference (AIPS-2000
http://www.aiai.ed.ac.uk/~oplan/documents/2000/00-aips.pdf
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Abstract:

In this paper, we outline the requirements of a planning and decision aid to support US Army small unit operations in urban terrain and show how AI planning technologies can be exploited in that context. The work is a rare example of a comprehensive use of AI technologies across the whole planning lifecycle, set in a realistic application in which the actual user community set the requirements. The phases involved include: • Domain knowledge elicitation • Rich plan representation and use • Hierarchical Task Network Planning • Detailed constraint management • Goal structure-based plan monitoring • Dynamic issue handling • Plan repair in low and high tempo situations • Interfaces for users with different roles • Management of planning and execution workflow

Citations

342 Generating project networks – Tate - 1977
95 Planning and reacting in uncertain and dynamic environments – Wilkins, Myers, et al. - 1995
30 Synthesizing Protection Monitors from Causal Structure – Reece, Tate - 1994
27 Representing plans as a set of constraints { the < I-N-OVA > model – Tate - 1996
20 Authority Management { Coordination between Planning, Scheduling and Control – Tate - 1993
17 TF Method: An Initial Framework for Modelling and Analysing Planning Domains – Tate, Polyak, et al.
14 O-P 3 : Supporting the Planning Process using Open Planning Process Panels – Levine, Tate, et al. - 2000
13 A Tool-Supported Approach to Engineering HTN Planning Models – McCluskey, Kitchin - 1998
12 Reactive Reasoning and – Georgeff, Lansky - 1987
11 Repairing Plans on the Fly – Drabble, Dalton, et al. - 1997
9 Generation of multiple qualitatively different plans – Tate, Dalton, et al. - 1998
7 Planning in Complex Worlds via Mixed-Initiative Interaction – Allen, Ferguson, et al. - 1996
3 Mixed Initiative Planning – Tate - 1994
1 SOFTools User Manual – DARPA - 1999
1 Center for Army Lessons Learned, Virtual Research Library, http://call.army.mil – Army - 1999
1 A Multi Agent Planning Architecture – Wilkins, Myers - 1998