Skip to main content

A Study of Communication Emergence among Mobile Robots : Simulations of Intention Transmission

  • Conference paper
Distributed Autonomous Robotic Systems 5

Abstract

Purpose of this study is to realize communication emergence among multiple robots. An important role of communication in multi-agent system is to make it possible to control the other agents based on intention transmission. We consider that multiple robots system can be more and more adaptable by treating communication as one of behavior. We discuss the method of how the robots can learn appropriate actions including communication to adapt the environment without giving communication manner. In this paper, we attempt computer simulations of collision avoidance as an example of cooperative task and discuss the results.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Y. Ishida, H. Asama, K. Ozaki, A. Matsumoto, I. Endo, Design of Communication System and Development of a Simulator for an Autonomous and Decen-trized Robot System, Journal of Robotics Society of Japan, 10(4), 1992, 544–551 (in Japanese)

    Article  Google Scholar 

  2. N. Hutin, C. Pegard, E. Brassart, A Communication Strategy for Cooperative Robots, Proc. of IEEE/RSJ Intl. Conference on Inteligent Robots and Systems, 1998, 114–119

    Google Scholar 

  3. H. Ynaco, L. A. Stein, An Adaptive Communication Protocol for Cooperating Mobile Robots, From Animals to Animats 2, 1993, 478–485

    Google Scholar 

  4. A. Billard, G. Hayes, Learning to Communicate Through Imitation in Autonomous Robots, Artificial Neural Networks — ICANN’97, 1997, 763–768

    Google Scholar 

  5. M. Asada, A. Noda, K. Tawaratsumida, K. Hosoda, Purposive Behavior Aquisition for a Robot by Vision-Based Reinforcement Learning, Journal of Robotics Society of Japan, 13(1), 1995, 68–74 (in Japanese)

    Article  Google Scholar 

  6. R. S. Sutton, A. G. Barto, Reinforcement Learning -An Introduction- (MIT Press, Cambridge, Massachusetts, 1998)

    Google Scholar 

  7. H. Asama, M. Sato, L. Bogoni, H. Kaetsu, I. Endo, Development of an Omni-Directional Mobile Robot with 3 DOF Decoupling Drive Mechanism, Proc. of International Conference on Robotics and Automation, 1995, 1925–1930

    Google Scholar 

  8. K. Yokota, K. Ozaki, A. Matsumoto, K. Kawabata, H. Kaetsu, H. Asama, Omni-directional Autonomous Robots Cooperatinng for Team Play, RoboCup-97: Robot Soccer World Cup I (Springer Verlag, Tokyo, 1998), 333–347

    Google Scholar 

  9. M. Hoshino, H. Asama, K. Kawabata, Y. Kunii, I. Endo, Communication Learning for Cooperation among Autonomous Robots, Proc. of IEEE International Conference on Industrial Electronics, Control and Instrumentation, 2000, SS38-SOR-4

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2002 Springer-Verlag Tokyo

About this paper

Cite this paper

Kawabata, K., Asama, H., Tanaka, M. (2002). A Study of Communication Emergence among Mobile Robots : Simulations of Intention Transmission. In: Asama, H., Arai, T., Fukuda, T., Hasegawa, T. (eds) Distributed Autonomous Robotic Systems 5. Springer, Tokyo. https://doi.org/10.1007/978-4-431-65941-9_8

Download citation

  • DOI: https://doi.org/10.1007/978-4-431-65941-9_8

  • Publisher Name: Springer, Tokyo

  • Print ISBN: 978-4-431-65943-3

  • Online ISBN: 978-4-431-65941-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics