Abstract
In this paper, we built a device and algorithm to implement autonomous robots that can enhance the efficiency through autonomous knowledge acquisition and sharing. We also propose a quantitative evaluation algorithm of task execution by autonomous mobile robots. In the robotic system, the “Intelligent Data Carrier” provides knowledge of navigation for autonomous mobile robots. An IDC summarizes fragments of knowledge from individual robots and reports the best direction to a destination that a robot wants to go. Based on a stochastic model, we establish a function to evaluate effectiveness of knowledge management by the IDCs. We verify effectiveness of the proposed algorithm by simulations.
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References
Yoshida, E., et al. (1995) A Design Method of Local Communication Area in Multiple Mobile Robot System, Proc. IEEE Int. Conf. on Robotics and Automation, 2567–2562.
Yoshida, E., et al. (1996) Evaluating the Efficiency of Local and Global Communication in Distributed Mobile Robotic Systems, Proc. IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, 1661–1666.
Balch, T., Arkin, R.C. (1994) Communication in Reactive Multiagent Robotic Systems, Autonomous Robots, No. 1, 27–52.
Ichikawa, S., Hara, F. (1996) Experimental Characteristics of Multiple-Robots Behaviors in Communication Network Expansion and Object Fetching, Distributed Autonomous Robotic Systems 2, 183–194.
Drogoul, A., Feber, J. (1992) From Tom Thumb to the Dockers: Some Experiments with Foraging Robots, From Animals to Animats 2, 451–459.
Fujii, T., et al. (1996) Co-evolution of a Multiple Autonomous Robot System and its Working Environment via Intelligent Local Information Storage, Robotics and Autonomous Systems, Elsevier, 19, 1–13.
Kurabayshi, D., Asama, H. (2000) Knowledge Sharing and Cooperation of Autonomous Robots by Intelligent Data Carrier System, Proc. IEEE Int. Conf. on Robotics and Automation, 464–469.
Yoshimura, Y., et al. (1996) Iterative Transportation Planning of Multiple Objects by Cooperative Mobile Robots, Distributed Autonomous Robotics Systems 2, Springer, 171–182.
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© 2000 Springer-Verlag Tokyo
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Kurabayashi, D., Konishi, K., Asama, H. (2000). Performance Evaluation of Autonomous Knowledge Acquisition and Sharing by Intelligent Data Carriers. In: Parker, L.E., Bekey, G., Barhen, J. (eds) Distributed Autonomous Robotic Systems 4. Springer, Tokyo. https://doi.org/10.1007/978-4-431-67919-6_7
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DOI: https://doi.org/10.1007/978-4-431-67919-6_7
Publisher Name: Springer, Tokyo
Print ISBN: 978-4-431-67991-2
Online ISBN: 978-4-431-67919-6
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