Resolving Resource Incompatibilities in Intelligent Agents

09/13/2020
by   Mariela Morveli-Espinoza, et al.
0

An intelligent agent may in general pursue multiple procedural goals simultaneously, which may lead to arise some conflicts (incompatibilities) among them. In this paper, we focus on the incompatibilities that emerge due to resources limitations. Thus, the contribution of this article is twofold. On one hand, we give an algorithm for identifying resource incompatibilities from a set of pursued goals and, on the other hand, we propose two ways for selecting those goals that will continue to be pursued: (i) the first is based on abstract argumentation theory, and (ii) the second based on two algorithms developed by us. We illustrate our proposal using examples throughout the article.

READ FULL TEXT
POST COMMENT

Comments

There are no comments yet.

Authors

page 1

page 2

page 3

page 4

09/11/2020

An Argumentation-based Approach for Identifying and Dealing with Incompatibilities among Procedural Goals

During the first step of practical reasoning, i.e. deliberation, an inte...
09/14/2020

An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents

During the first step of practical reasoning, i.e. deliberation or goals...
10/10/2019

Designing an AI Health Coach and Studying its Utility in Promoting Regular Aerobic Exercise

Our research aims to develop interactive, social agents that can coach p...
10/15/2019

Discussion of "The Blessings of Multiple Causes" by Wang and Blei

This commentary has two goals. We first critically review the deconfound...
09/19/2012

Modeling and Verification of a Multi-Agent Argumentation System using NuSMV

Autonomous intelligent agent research is a domain situated at the forefr...
09/17/2020

Dealing with Incompatibilities among Procedural Goals under Uncertainty

By considering rational agents, we focus on the problem of selecting goa...
05/03/2022

The limitations of the theoretical analysis of applied algorithms

The theoretical analysis of performance has been an important tool in th...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.