Bio-Inspired and Biomimetic Intelligence in Robotics: 2nd Edition
A special issue of Biomimetics (ISSN 2313-7673). This special issue belongs to the section "Locomotion and Bioinspired Robotics".
Deadline for manuscript submissions: 31 December 2024 | Viewed by 1238
Special Issue Editors
Interests: robot learning; applied control; bioinspiration and biomimetics
Special Issues, Collections and Topics in MDPI journals
Interests: brain-inspired intelligence; motion perception; machine vision; computational neuroscience
Special Issues, Collections and Topics in MDPI journals
Interests: artificial intelligence; autonomous systems; and embedded technologies
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Robotics is a multidisciplinary research field that demonstrates enormous potential. It concerns developing intelligent robotic systems that are capable of making decisions and acting autonomously in real and dynamic environments to accomplish tasks and assist humans in the betterment of society. Recently, advances in the computational study of intelligent behaviors such as learning and adaptation have led to powerful insights about the nature of learning in both humans, animals, materials, and machines. However, new and challenging theoretical and technological problems are being posed. One can apply the computational metaphor in different ways, and computational learning has become an important topic within many paradigms, including artificial intelligence, pattern recognition, control theory, cognitive intelligence, behavioral intelligence, and statistics. Such a convergence of interests is encouraging, but few researchers in this active area communicate across disciplinary boundaries and even fewer are skilled in the ‘language’ and techniques of more than one approach. With this new era of computational learning for robotics, further research is needed to advance the field and to evaluate multidisciplinary concerns regarding learning and adaptation techniques.
The aim of this Special Issue is to highlight the roles of advanced bio-inspired and biomimetic intelligence for robotics applications and prior knowledge in achieving successes, especially how they contribute to taming the complexity of related domains. This includes but is not limited to the following topics:
- Behavioral and biological learning and control;
- Computational neuroscience;
- Cognitive robotics and computation;
- Evolutionary robotics, multi-robot systems, and swarm intelligence;
- Computational modeling of biological systems;
- Biomechanics, biomechatronics, and bioengineering;
- Smart materials;
- Soft robotics and sensing;
- Human‒robot interaction and collaboration;
- Bio-inspired approaches for robot design, control, and optimization;
- Morphological computation and embodied intelligence;
- Bio-inspired spiking neural networks;
- Bio-inspired vision systems;
- Imitation learning, Bayesian/probabilistic learning;
- Bio-inspired legged robotics;
- Bio-inspired/biomimetic underwater robotics;
- Micro- and Nano-robotics;
- Healthcare and rehabilitation;
- Flexible electronics and piezoelectric actuators.
Dr. Pengcheng Liu
Dr. Qinbing Fu
Dr. Tiong Hoo Lim
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
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Keywords
- biological inspiration
- biomimetics
- computational learning
- robotics
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Related Special Issue
- Bio-Inspired and Biomimetic Intelligence in Robotics in Biomimetics (8 articles)