Perception control

Citation
J. Randlov et P. Alstrom, Perception control, PHYSICA A, 289(3-4), 2001, pp. 561-573
Citations number
10
Categorie Soggetti
Physics
Journal title
PHYSICA A
ISSN journal
03784371 → ACNP
Volume
289
Issue
3-4
Year of publication
2001
Pages
561 - 573
Database
ISI
SICI code
0378-4371(20010115)289:3-4<561:PC>2.0.ZU;2-K
Abstract
We construct and examine a control system with a process called "perception " that selects and completes information received from the system to be con trolled. Through a number of basic control tasks, the suggested "perception " paradigm is shown valuable when parts of the information from the system being controlled sometimes are missing. Reinforcement learning is used to c hoose the appropriate control action from the formed perception. (C) 2001 E lsevier Science B.V. All rights reserved.