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AIPS
1994
13 years 6 months ago
A Framework for Automatic Problem Decomposition in Planning
An intelligent problem solver must be able to decompose a complex problem into simpler parts. A decomposition algorithm would not only be bene cial for traditional subgoal-oriente...
Qiang Yang, Shuo Bai, Guiyou Qiu
AIPS
1994
13 years 6 months ago
Using AI Planning Techniques to Automatically Generate Image Processing Procedures
This paper describes work on the Multimission VICARPlanner (MVP) system to automatically construct executable imageprocessing procedures for custom image processing requests for t...
Steve A. Chien
AIPS
1994
13 years 6 months ago
Toward a Plan Steering Agent: Experiments with Schedule Maintenance
When a plan involves hundreds or thousands of events over time it can be di cult or impossible to tell whether those events are unfolding \according to plan" and to assess th...
Tim Oates, Paul R. Cohen
AIPS
2007
13 years 7 months ago
Learning to Plan Using Harmonic Analysis of Diffusion Models
This paper summarizes research on a new emerging framework for learning to plan using the Markov decision process model (MDP). In this paradigm, two approaches to learning to plan...
Sridhar Mahadevan, Sarah Osentoski, Jeffrey Johns,...