Photomorphogenesis for robot self-assembly: adaptivity, collective decision-making, and self-repair.

作者: Mohammad Divband Soorati , Mary Katherine Heinrich , Javad Ghofrani , Payam Zahadat , Heiko Hamann

DOI: 10.1088/1748-3190/AB2958

关键词:

摘要: Self-assembly in biology is an inspiration for engineered large-scale multi-modular systems with desirable characteristics, such as robustness, scalability, and adaptivity. Previous works have shown that simple mobile robots can be used to emulate study self-assembly behaviors. However, many of these studies were restricted rather static inflexible aggregations predefined shapes, limited adaptivity compared observed nature. We propose a photomorphogenesis approach using our vascular morphogenesis model-a light-stimuli directed method multi-robot inspired by the tissue growth trees. Robots role 'leaves' collect virtual resource proportional real, sensed environmental feature. This then build underlying network shares common throughout whole robot aggregate determines where it grows or shrinks reaction dynamic environment. In use supplemental bioinspired models collectively select leading decide who starts self-assemble (and where), assemble aggregations. The model way preferring bright areas, hence resembling natural phototropism (growth towards light). Our main result assembled are adaptive able react environments autonomously rearranging aggregate, discarding outdated parts, growing new ones. representative experiments, self-assembling make rational decisions on grow. Cutting off parts triggers self-organizing repair process robots, regrow. All capabilities adaptivity, collective decision-making, self-repair originate directly from self-organized behavior model. opens up opportunities reconfiguration short time-scales high forms structures.

参考文章(95)
Wenguo Liu, Alan F. T. Winfield, Distributed autonomous morphogenesis in a self-assembling robotic system Morphogenetic Engineering, Toward Programmable Complex Systems. pp. 89- 113 ,(2012) , 10.1007/978-3-642-33902-8_4
Jonathan Mullins, Bernd Meyer, Aiguo Patrick Hu, Collective robot navigation using diffusion limited aggregation parallel problem solving from nature. pp. 266- 276 ,(2012) , 10.1007/978-3-642-32964-7_27
E. Wellmann, UV Radiation in Photomorphogenesis Springer, Berlin, Heidelberg. pp. 745- 756 ,(1983) , 10.1007/978-3-642-68918-5_29
Heiko Hamann, Heinz Wörn, Aggregating Robots Compute: An Adaptive Heuristic for the Euclidean Steiner Tree Problem Lecture Notes in Computer Science. pp. 447- 456 ,(2008) , 10.1007/978-3-540-69134-1_44
Payam Zahadat, David Johan Christensen, Ulrik Pagh Schultz, Serajeddin Katebi, Kasper Stoy, Fractal gene regulatory networks for robust locomotion control of modular robots simulation of adaptive behavior. pp. 544- 554 ,(2010) , 10.1007/978-3-642-15193-4_51
Michael Rubenstein, Wei-Min Shen, A scalable and distributed model for self-organization and self-healing adaptive agents and multi-agents systems. pp. 1179- 1182 ,(2008) , 10.5555/1402821.1402825
Robert E. Page, Ricarda Scheiner, Joachim Erber, Gro V. Amdam, The Development and Evolution of Division of Labor and Foraging Specialization in a Social Insect (Apis mellifera L.) Current Topics in Developmental Biology. ,vol. 74, pp. 253- 286 ,(2006) , 10.1016/S0070-2153(06)74008-X
Matthias E. Möbius, Benjamin E. Lauderdale, Sidney R. Nagel, Heinrich M. Jaeger, Size separation of granular particles Nature. ,vol. 414, pp. 270- 270 ,(2001) , 10.1038/35104697
Antoine Cully, Jeff Clune, Danesh Tarapore, Jean-Baptiste Mouret, Robots that can adapt like animals Nature. ,vol. 521, pp. 503- 507 ,(2015) , 10.1038/NATURE14422