Judging the Ability of Friends and Foes

Cook, Jennifer; Murphy, Jennifer; Bird, Geoffrey

doi:10.1016/j.tics.2016.08.009

Cited by 1 publication

(1 citation statement)

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“…Moreover, this ability of intelligent agents can help them in the assessment of actions for mapping perception to their own actions repertoire in the taxonomy of social learning [43]. In the future intelligent agent can use this ability to assess collaborators in the collaborative environment during interaction where control over physical states, emotions, and feeling is required [44].…”

Section: Discussionmentioning

confidence: 99%

Artificial Subjectivity: Personal Semantic Memory Model for Cognitive Agents

Munir

Qazi

2022

Applied Sciences

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Personal semantic memory is a way of inducing subjectivity in intelligent agents. Personal semantic memory has knowledge related to personal beliefs, self-knowledge, preferences, and perspectives in humans. Modeling this cognitive feature in the intelligent agent can help them in perception, learning, reasoning, and judgments. This paper presents a methodology for the development of personal semantic memory in response to external information. The main contribution of the work is to propose and implement the computational version of personal semantic memory. The proposed model has modules for perception, learning, sentiment analysis, knowledge representation, and personal semantic construction. These modules work in synergy for personal semantic knowledge formulation, learning, and storage. Personal semantics are added to the existing body of knowledge qualitatively and quantitatively. We performed multiple experiments where the agent had conversations with the humans. Results show an increase in personal semantic knowledge in the agent’s memory during conversations with an F1 score of 0.86. These personal semantics evolved qualitatively and quantitatively with time during experiments. Results demonstrated that agents with the given personal semantics architecture possessed personal semantics that can help the agent to produce some sort of subjectivity in the future.

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Section: Discussionmentioning

confidence: 99%