An Integrated Cognitive Architecture for Autonomous Agents

reportActive / Technical Report | Accession Number: ADA225701 | Open PDF

Abstract:

This report describes ICARUS, a cognitive architecture designed to control the behavior of an integrated intelligent agent. The framework assumes that all long-term knowledge is organized in a probabilistic concept hierarchy, that heuristic classification is the central performance mechanism, and that a process of concept formation underlies all learning. The three components of ICARUS are described and related to other cognitive architectures. Author KR

Author(s):
Langley, Pat ; Thompson, Kevin ; Iba, Wayne ; Gennari, John H. ; Allen, John A.
Author Organization(s):
CALIFORNIA UNIV IRVINE SCHOOL OF INFORMATION AND COMPUTER SCIENCE
Descriptive Note:
Final rept. Jul 1988-Jun 1989,
Supplementary Note:
DOI: 10.21236/ADA225701
Pagination:
0050

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:
Approved For Public Release
Distribution Statement:
Approved For Public Release; Distribution Is Unlimited.

RECORD

Collection: TR
Identifying Numbers
Report Number(s):
ARI-RN-90-48
Contract/Grant Number(s):
MDA903-85-C-0324
Monitor Series:
RN-90-48, ARI
 Subject Terms
Joint Capability Areas:
JCA_5_Command and Control; JCA_1_Force Support; JCA_1.2_Force Preparation; JCA_1.2.6_Concepts; JCA_5.3_Planning; JCA_5.5_Direct; JCA_5.5.1_Communicate Intent and Guidance; JCA_5.2.2_Develop Knowledge and Situational Awareness; JCA_5.2_Understand; JCA_4.6_Engineering; JCA_4.6.1_General Engineering; JCA_5.5.2_Task; JCA_1.3_Human Capital Management; JCA_1.3.1_Personnel and Family Support; JCA_1.2.3_Educating; JCA_5.4_Decide; JCA_6_Net Centric; JCA_1.2.7_Experimentation; JCA_1.4.2_Health Service Delivery; JCA_1.4_Force Support
Modernization Areas:
Autonomy
Communities of Interest:
Materials and Manufacturing Processes
Descriptor(s):
*COMPUTER ARCHITECTURE, *INTEGRATED SYSTEMS, LONG RANGE(TIME), MOTOR REACTIONS, SELF OPERATION, HEURISTIC METHODS, HIERARCHIES, LEARNING, PROBABILITY, COGNITION, CLASSIFICATION
Field(s)/Group(s):
Computer Hardware
Keyword(s):
PE61102B
Report Date:
1990 Jul 01