ALPS: An Adaptive Learning and Planning System.
Abstract
The goal of the ALPS project is to design and prototype a next generation, distributed, real-time, Al planning architecture. The central theme of our research is the real-world planning systems must necessarily be adaptive; that is, they must reconcile themselves to limited environments, and real-time response. We address these concerns with a combination of methods from deliberative planning, machine learning, distributed computing, probabilistic reasoning, plan repair, and reactive planning.
Document Details
- Document Type
- Technical Report
- Publication Date
- Feb 01, 1997
- Accession Number
- ADA322841
Entities
People
- Alberto M. Segre
- Randall J. Calistri-yeh