Comparing Different Control Approaches to Implement a Human-like Virtual Player in the Mirror Game

Francesco Alderisio, Dario Antonacci, Chao Zhai, Mario Di Bernardo

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

8 Citations (Scopus)
299 Downloads (Pure)

Abstract

In this work we attempt to create a human-like virtual player able to play the mirror game with a human player in real time. A control architecture is developed in order to drive such virtual player to lead or track a human player during the game while maintaining a certain degree of similarity to its individual signature. The virtual player is able to exhibit diverse kinematic characteristics by integrating the relevant intrinsic dynamics. Two alternative control strategies are presented here to implement its cognitive architecture, namely PD control and a receding horizon optimal control strategy. To validate and compare the performance of these control strategies, we establish a benchmark based on experimental data collected from two human players so as to evaluate the human-like performance of the virtual player when playing together with a human. Experimental validation is provided showing the advantages and disadvantages of using different control strategies and models to drive the virtual player.
Original languageEnglish
Title of host publication2016 European Control Conference (ECC)
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages216-221
Number of pages6
ISBN (Electronic)978-1-5090-2591-6
ISBN (Print)978-1-5090-2592-3
DOIs
Publication statusPublished - 9 Jan 2017
Event2016 European Control Conference - Aalborg, Denmark
Duration: 29 Jun 20161 Jul 2016

Conference

Conference2016 European Control Conference
CountryDenmark
CityAalborg
Period29/06/161/07/16

Keywords

  • Games
  • Kinematics
  • PD control
  • Mirrors
  • Optimal control
  • Cost function

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