在软机器人技术中探索嵌入式智能:一篇评论
Zikai Zhao1, Qiuxuan Wu1,2,3,4, Jian Wang1,3
1HDU-ITMO Joint Institute, Hangzhou Dianzi University, Hangzhou 310018, China.
Biomimetics (Basel, Switzerland)
|April 26, 2024
概括
这项研究探讨软机器人的体现智能,重点关注物理形式和智能交互如何创造自然的机器人行为. 它研究了适应性软机器人的计算,进化,感知,控制和决策.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 人工智能的人工智能
- 嵌入式智能 嵌入式智能
背景情况:
- 软机器人利用物理形式和智能交互来实现自然行为.
- 嵌入式智能突出了适应性代理人大脑,身体和环境之间的相互作用.
- 目前的研究集成了人工智能和机器人技术,以增强感知,决策和控制.
研究的目的:
- 在软机器人领域调查体现的智能.
- 探索物理设计,材料特性和智能算法之间的协同作用.
- 为软机器人和体内人工智能的未来研究提供参考.
主要方法:
- 对软机器人体内智能的研究进行审查和综合.
- 对计算,进化,感知,控制和决策策略的分析.
- 确定关键的研究进展和科学挑战.
主要成果:
- 软机器人设计和控制与物理形式和材料特性密切相关.
- 嵌入式智能框架增强了与环境的自然和适应性互动.
- 关键领域包括体内形态计算,AI进化和软机器人感知/控制.
结论:
- 嵌入式智能为推进软机器人技术提供了一个强大的范式.
- 需要进一步的研究来解决计算,进化和控制方面的挑战.
- 这项工作为该领域提供了基础概述.
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