THE STABILIZATION OF ENVIRONMENTS

Citation
Kj. Hammond et al., THE STABILIZATION OF ENVIRONMENTS, Artificial intelligence, 72(1-2), 1995, pp. 305-327
Citations number
11
Categorie Soggetti
Computer Sciences, Special Topics","Computer Science Artificial Intelligence",Ergonomics
Journal title
ISSN journal
00043702
Volume
72
Issue
1-2
Year of publication
1995
Pages
305 - 327
Database
ISI
SICI code
0004-3702(1995)72:1-2<305:TSOE>2.0.ZU;2-W
Abstract
In planning and activity research there are two common approaches to m atching agents with environments. Either the agent is designed with a specific environment in mind, or it is provided with learning capabili ties so that it can adapt to the environment it is placed in. In this paper we look at a third and underexploited alternative: designing age nts which adapt their environments to suit themselves. We call this st abilization, and we present a taxonomy of types of stability that huma n beings typically both rely on and enforce. We also taxonomize the wa ys in which stabilization behaviors can be cued and learned, We illust rate these ideas with a program called FIXPOINT, which improves its pe rformance over time by stabilizing its environment.