Design of Simulation Competition Platform Based on Cognitive Behavior Modeling
PDF

Keywords

Simulation discipline
Design of the competition platform
Cognitive behavior modeling
Agent

DOI

10.26689/jcer.v5i8.2457

Abstract

Cognitive behavior modeling of agent is an important component of simulation system, and there are some difficulties in the simulation of course teaching. When students make simulation experiments about cognitive behavior modeling, such as algorithm design and model construction, there is no simulation competition platform that is controllable, flexible and scalable. To solve this problem, we propose a simulation competition platform based on cognitive behavior modeling, called TankSim, for undergraduate and graduate students. This platform aims to cultivate student’s team collaboration and innovation capability, and improve their learning motivation. This paper elaborates the proposed platform from three aspects, including demand analysis, platform design, and content design.

References

Huang K, 2010, Modeling and Simulation Technology. National University of Defense Technology Press, 1-2.

Guo Q, 2006, Introduction to Computer Generated Forces. National Defense Industry Press.

Huang K, Liu B, Huang J, 2004, Review of Combat Simulation Technology. Journal of System Simulation, 16(9): 1887-95.

“Computer Integrated Manufacturing Systems” Editorial Department. National Computer Simulation Grand Prix, http://www.jsjfz.com/award.html

Galway L, Charles D, Black M, 2008, Machine Learning in Digital Games: A Survey. Artificial Intelligence Review, 29(2): 123-61.

Yang R, Huang X, 2011, Computer-generated Force Intelligent Decision-Making Method and its Application. Publishing House of Electronics Industry.

Murata T, 2010, Petri Nets: Properties, Analysis and Applications. Proc IEEE, 77(4): 541-80.

Rabin S, 2014, AI Game Programming Wisdom 4. Nelson Education.

Sekhavat YA, 2017, Behavior Trees for Computer Games. International Journal on Artificial Intelligence Tools, 1: 1-27.