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Complex Interactions between Multiple Goal Operations in Agent Goal Management

Kondrakunta, Sravya
http://orcid.org/0000-0001-6297-7835
http://rave.ohiolink.edu/etdc/view?acc_num=wright1641480194595227

Abstract Details

2021, Doctor of Philosophy (PhD), Wright State University, Computer Science and Engineering PhD.
A significant issue in cognitive systems research is to make an agent formulate and manage its own goals. Some cognitive scientists have implemented several goal operations to support this issue, but no one has implemented more than a couple of goal operations within a single agent. One of the reasons for this limitation is the lack of knowledge about how various goals operations interact with one another. This thesis addresses this knowledge gap by implementing multiple-goal operations, including goal formulation, goal change, goal selection, and designing an algorithm to manage any positive or negative interaction between them. These are integrated with a cognitive architecture called MIDCA and applied in five different test domains. We will compare and contrast the architecture's performance with intelligent interaction management with a randomized linearization of goal operations.
Michael T. Cox, Ph.D. (Committee Co-Chair)
Mateen M. Rizki, Ph.D. (Committee Co-Chair)
Matthew M. Molineaux, Ph.D. (Committee Member)
Michael L. Raymer, Ph.D. (Committee Member)
Michelle A. Cheatham, Ph.D. (Committee Member)
132 p.
Artificial Intelligence; Computer Science
Goal Management; Goal Reasoning; Goal Operations; Intelligent Autonomous Agents, Cognitive Architectures.

Recommended Citations

Citations

  • Kondrakunta, S. (2021). Complex Interactions between Multiple Goal Operations in Agent Goal Management [Doctoral dissertation, Wright State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=wright1641480194595227

    APA Style (7th edition)

  • Kondrakunta, Sravya. Complex Interactions between Multiple Goal Operations in Agent Goal Management. 2021. Wright State University, Doctoral dissertation. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=wright1641480194595227.

    MLA Style (8th edition)

  • Kondrakunta, Sravya. "Complex Interactions between Multiple Goal Operations in Agent Goal Management." Doctoral dissertation, Wright State University, 2021. http://rave.ohiolink.edu/etdc/view?acc_num=wright1641480194595227

    Chicago Manual of Style (17th edition)

wright1641480194595227
127
© 2021, all rights reserved.
This open access ETD is published by Wright State University and OhioLINK.