The distributed co-evolution of an embodied simulator and controller for swarm robot behaviours

O'Dowd, Paul; Winfield, Alan F.T.; Studley, Matthew

Abstract

Embodied fitness assessment of robotic controllers is slow but grounded, while assessment in a simulated environment is fast but can run foul of the ‘reality gap’. We present a distributed co-evolutionary method to adapt the environmental model of an on-board simulator within the context of swarm robotics.

Citation

O'Dowd, P., Winfield, A. F., & Studley, M. (2011, September). The distributed co-evolution of an embodied simulator and controller for swarm robot behaviours. Paper presented at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), San Francisco, USA

• Presentation Conference Type: Conference Paper (unpublished)
• Conference Name: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011)
• Conference Location: San Francisco, USA
• Start Date: Sep 25, 2011
• End Date: Sep 30, 2011
• Publication Date: Sep 1, 2011
• Deposit Date: Jan 3, 2012
• Publicly Available Date: Feb 23, 2016
• Peer Reviewed: Peer Reviewed
• Pages: 4995-5000
• Keywords: swarm robotics, evolutionary robotics
• Public URL: https://uwe-repository.worktribe.com/output/959883
• Publisher URL: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6094600
• Additional Information: Additional Information : © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.