The objective of this research is to elucidate motivation and emotion processing inan AGI (Artificial General Intelligence) system NARS (Non-Axiomatic Reasoning
System). Under the basic assumption that an artificial general intelligence system
should work with insufficient resources and knowledge, the emotion module can help
direct the selection of internal tasks, and allow the autonomous allocation of internal
resources and rapid response with urgency, so that the inference capability of AGI
system can be improved.
The psychological and AI theories related to emotion are extensively reviewed,including the source of emotion, the appraisal process in emotional experience, the
cognitive processing and coping process, and the necessity of emotion for Artificial
General Intelligence design.
This dissertation describes the conceptual design, realization process and application process of emotion in NARS. The process of internal resource allocation triggeredby different emotions based on NARS reasoning framework is proposed, and the design
can be applied to any scene. The similarity and difference between human emotion
and artificial intelligence emotion are discussed. At the same time, the advantages
and disadvantages of the design and its theory are also discussed.
A recent implementation of the NARS model, will be discussed with examples.
and the emotion model has been tested preliminarily in a new version of OpenNARS.
New Temporal Induction model, Anticipation model, Goal processing model, and
Emotion model which is implemented in the new system will also be discussed in
detail.
The dissertation concludes with suggestions and ideas that are put forward forthe role of emotion in future human-computer interaction. / Computer and Information Science
| Identifer | oai:union.ndltd.org:TEMPLE/oai:scholarshare.temple.edu:20.500.12613/6888 |
| Date | January 2021 |
| Creators | Li, Xiang, 0000-0003-1622-0115 |
| Contributors | Wang, Pei, 1958-, Gao, Hongchang, Xie, Hongling, Chella, Antonio |
| Publisher | Temple University. Libraries |
| Source Sets | Temple University |
| Language | English |
| Detected Language | English |
| Type | Thesis/Dissertation, Text |
| Format | 141 pages |
| Rights | IN COPYRIGHT- This Rights Statement can be used for an Item that is in copyright. Using this statement implies that the organization making this Item available has determined that the Item is in copyright and either is the rights-holder, has obtained permission from the rights-holder(s) to make their Work(s) available, or makes the Item available under an exception or limitation to copyright (including Fair Use) that entitles it to make the Item available., http://rightsstatements.org/vocab/InC/1.0/ |
| Relation | http://dx.doi.org/10.34944/dspace/6870, Theses and Dissertations |
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