Research on the implementation of cooperative behavior in actual autonomous mobile robots aimed at eliminating the reality gap

IF 0.8 Q4 ROBOTICS
Masanori Goka, Rikimaru Murakami, Shodai Kawaue
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引用次数: 0

Abstract

Swarm robotics, which mimics the swarm behavior observed in social insects, such as ants and bees, inherently requires a large number of robots due to its nature. While experiments can be conducted relatively easily in computer simulations, the maintenance and cost of operating multiple robots simultaneously in the real world remain a major challenge. In this study, we propose a small, autonomous mobile robot, fabricated using a 3D printer, that is not only cost-effective but also designed for easy replacement of parts in the event of failure. Furthermore, we aim to realize cooperative behavior that bridges the gap between simulations and real-world experiments.

Abstract Image

以消除现实差距为目标的协作行为在实际自主移动机器人中的实现研究
蜂群机器人是模仿蚂蚁和蜜蜂等群居昆虫的群体行为,由于其性质,它本质上需要大量的机器人。虽然在计算机模拟中可以相对容易地进行实验,但在现实世界中同时操作多个机器人的维护和成本仍然是一个主要挑战。在这项研究中,我们提出了一种小型的自主移动机器人,使用3D打印机制造,不仅具有成本效益,而且在发生故障时易于更换零件。此外,我们的目标是实现在模拟和现实世界实验之间架起桥梁的合作行为。
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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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