Gridworld Testbed for Intelligent Agent Architecture

  • Ahmed M. Kareem , Ali Obied
Keywords: No Keywords

Abstract

The most famous characteristic of the machine in our modern age is autonomy. This autonomous in the conditions of a static and dynamic environment requires building models, adopting statistical hypotheses, and delving a lot into probability. The feature of autonomous in static environments is something that has been overcome, but a lot of talk about dynamic environments, changing and multi-events is the great challenge that presents many solutions. Decision-making strategy and reconsideration of decision using available resources at reasonable cost is a challenge for the intelligent agent, the decision making is an intention according to explanation of Bratman when he produced the BDI agent (belief, desire, and intention) [1], that means the intention is under agent's control to adopt it or to update this intention by replaced it, contrary to belief and desire which are outside the control of the agent.      The project that we present includes a system for empirical evaluation of competing for theoretical and architectural proposals, more precisely we built a Gridworld testbed that simulates a real dynamic environment, and the system has an embedded rational agent.

Published
2021-11-08
How to Cite
Ali Obied, A. M. K. ,. (2021). Gridworld Testbed for Intelligent Agent Architecture. Design Engineering, 10372-10391. Retrieved from http://thedesignengineering.com/index.php/DE/article/view/6099
Section
Articles