Representing and Analyzing Adaptive Decision-Making Frameworks
作者： K. S. Barber , I. M. Gamba , C. E. Martin
DOI: 10.1007/978-1-4419-9198-0_3
关键词: Adaptive decision making 、 Industrial engineering 、 Control (management) 、 Autonomy 、 Computer science 、 Empirical research
摘要: This chapter presents a view of agent autonomy based on decision-making control. Theoretical and empirical research results are presented supporting the performance improvements that can be leveraged by implementing adaptive through capability Adaptive Decision-Making Frameworks (ADMF). analysis shows, in theory, ADMF should outperform static or random frameworks as agents operate multi-agent system. is also shown, empirically defined measures, to more robust perform better over time than other types framework policies. therefore form with very great potential power.
springer.com
sci-hub.st 参考文章(19)
Leonard N. Foner, What’s An Agent, Anyway? A Sociological Case Study ,(1999)
K. Suzanne Barber, David C. Han, Tse-Hsin Liu, Strategy Selection-Based Meta-level Reasoning for Multi-agent Problem-Solving Lecture Notes in Computer Science. pp. 269- 283 ,(2009) , 10.1007/3-540-44564-1_18
Cristiano Castelfranchi, Commitments: From Individual Intentions to Groups and Organizations ICMAS. pp. 41- 48 ,(1995)
Michael N. Huhns, Munindar P. Singh, Readings in agents Morgan Kaufmann Publishers Inc.. ,(1997)
Cristiano Castelfranchi, Guarantees for autonomy in cognitive agent architecture intelligent agents. pp. 56- 70 ,(1995) , 10.1007/3-540-58855-8_3
K.S. Barber, D.C. Han, Multi-Agent Planning under Dynamic Adaptive Autonomy systems man and cybernetics. ,vol. 1, pp. 399- 404 ,(1998) , 10.1109/ICSMC.1998.725444
M. Tambe, Towards flexible teamwork Journal of Artificial Intelligence Research. ,vol. 7, pp. 83- 124 ,(1997) , 10.1613/JAIR.433
D. Kortenkamp, D. Keirn-Schreckenghost, R.P. Bonasso, Adjustable control autonomy for manned space flight ieee aerospace conference. ,vol. 7, pp. 629- 640 ,(2000) , 10.1109/AERO.2000.879330
K. Suzanne Barber, Cheryl E. Martin, Autonomy as Decision-Making Control intelligent agents. pp. 343- 345 ,(2000) , 10.1007/3-540-44631-1_25
Scott M. Brown, Eugene Santos, Sheila B. Banks, Mark E. Oxley, Using explicit requirements and metrics for interface agent user model correction adaptive agents and multi-agents systems. pp. 1- 7 ,(1998) , 10.1145/280765.280767