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On Evolutionary Design, Embodiment, and Artificial Regulatory Networks [chapter]

Wolfgang Banzhaf
2004 Lecture Notes in Computer Science  
In this contribution we consider the idea that successful evolutionary design is best achieved in a networked system.  ...  We exemplify this thought by a discussion of artificial regulatory networks, a recently devised method to model natural genome-protein interactions.  ...  I gratefully acknowledge discussions and joint work with Julian Miller on aspects of development and evolution.  ... 
doi:10.1007/978-3-540-27833-7_22 fatcat:tohyvszq3jbqxhhuyf7rkeh6dy

Understanding Intelligence [chapter]

2013 Managing Intelligence  
The concept of embodiment that has been introduced to designate the modern approach to designing intelligence has far-reaching implications.  ...  A number if case studies are presented, and it is demonstrated how artificial evolution and morphogenesis can be used to systematically investigate this interplay.  ...  Tokyo, and Masanori Sugisaka for inviting him to the AROB 9th Conference.  ... 
doi:10.1201/b15515-4 fatcat:gyehq6zaefd3tguforj6clzsne

Understanding intelligence

2000 ChoiceReviews  
The concept of embodiment that has been introduced to designate the modern approach to designing intelligence has far-reaching implications.  ...  A number if case studies are presented, and it is demonstrated how artificial evolution and morphogenesis can be used to systematically investigate this interplay.  ...  Tokyo, and Masanori Sugisaka for inviting him to the AROB 9th Conference.  ... 
doi:10.5860/choice.37-3937 fatcat:p4rgpdqpq5g27gekecw26vmea4

Understanding intelligence

1991 ChoiceReviews  
The concept of embodiment that has been introduced to designate the modern approach to designing intelligence has far-reaching implications.  ...  A number if case studies are presented, and it is demonstrated how artificial evolution and morphogenesis can be used to systematically investigate this interplay.  ...  Tokyo, and Masanori Sugisaka for inviting him to the AROB 9th Conference.  ... 
doi:10.5860/choice.29-0605 fatcat:zx463cethfgfde3e5y3wshbh34

Embodied artificial evolution

A. E. Eiben, S. Kernbach, Evert Haasdijk
2012 Evolutionary Intelligence  
We argue that in the near future it will be possible to implement artificial evolutionary processes outside such imaginary spaces and make them physically embodied.  ...  Today this is possible in Evolutionary Computing, where human experimenters can design and manipulate all components of evolutionary processes in digital spaces.  ...  and the source are credited.  ... 
doi:10.1007/s12065-012-0071-x pmid:23144668 pmcid:PMC3490067 fatcat:6pmymide6ras5mrrb7hypvr2qq

Embodied artificial evolution

A. E. Eiben, N. Ferreira, M. C. Schut, S. Kernbach
2011 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11  
We argue that in the near future it will be possible to implement artificial evolutionary processes outside such imaginary spaces and make them physically embodied.  ...  Today this is possible in Evolutionary Computing, where human experimenters can design and manipulate all components of evolutionary processes in digital spaces.  ...  and the source are credited.  ... 
doi:10.1145/2001858.2001874 dblp:conf/gecco/EibenFSK11 fatcat:h7pnl2plpfha5cfrkjjfhhgwfu

Frontiers in Evolutionary Computation: A Workshop Report [article]

Tyler Millhouse, Melanie Moses, Melanie Mitchell
2021 arXiv   pre-print
In July of 2021, the Santa Fe Institute hosted a workshop on evolutionary computation as part of its Foundations of Intelligence in Natural and Artificial Systems project.  ...  This project seeks to advance the field of artificial intelligence by promoting interdisciplinary research on the nature of intelligence.  ...  Acknowledgments The workshop was funded by a grant from the National Science Foundation ( # 2020103) as part of the Foundations of Intelligence in Natural and Artificial Systems project at the Santa Fe  ... 
arXiv:2110.10320v1 fatcat:lwojevupqvalpccmvgaw42rcdq

Embodied Artificial Intelligence: Trends and Challenges [chapter]

Rolf Pfeifer, Fumiya Iida
2004 Lecture Notes in Computer Science  
One of the fundamental unresolved problems has been and still is how thinking emerges from an embodied system.  ...  While embodied artificial intelligence is still highly diverse, changing, and far from "theoretically stable", a certain consensus about the important issues and methods has been achieved or is rapidly  ...  Reinhard Wilhelm, for suggesting this conference, and the Swiss National Science Foundation for supporting the research presented in this paper, grant # 20-68198.02 ("Embodied Artificial Intelligence")  ... 
doi:10.1007/978-3-540-27833-7_1 fatcat:4jzfgrviabffdesvml7cnbf6dq

New Robotics: Design Principles for Intelligent Systems

Rolf Pfeifer, Fumiya Iida, Josh Bongard
2005 Artificial Life  
As we will argue, artificial evolution together with morphogenesis is not only "nice to have" but is in fact a necessary tool for designing embodied agents. Design principles: Overview  ...  In recent years, we have been developing a set of heuristics or design principles, that on the one hand capture theoretical insights about intelligent -adaptive -behavior, and on the other provide guidance  ...  Acknowledgments The first author (Pfeifer) would like to thank the members of the Artificial Intelligence Laboratory for many discussions, in particular Gabriel Gómez for discussing all aspects of the  ... 
doi:10.1162/1064546053279017 pmid:15811222 fatcat:5rbingu4wzfazgjql7r5j5sx54

Interacting with the real world: design principles for intelligent systems

Rolf Pfeifer, Gabriel Gómez
2005 Artificial Life and Robotics  
The concept of embodiment that has been introduced to designate the modern approach to designing intelligence has farreaching implications.  ...  A number of case studies are presented, and it is demonstrated how artificial evolution and morphogenesis can be used to systematically investigate this interplay.  ...  Tokyo, and Masanori Sugisaka for inviting him to the AROB 9th Conference.  ... 
doi:10.1007/s10015-004-0343-3 fatcat:tukcmeoiqbecvcvpb2wyy4fugi

Evolution of Things [article]

A.E. Eiben and N. Ferreira and M. Schut and S. Kernbach
2011 arXiv   pre-print
As of today, the only area where human experimenters can design and manipulate evolutionary processes in full is that of Evolutionary Computing, where evolutionary processes are carried out in a digital  ...  We argue that in the near future it will be possible to move evolutionary computing outside such imaginary spaces and make it physically embodied.  ...  Using embodied artificial evolution, design and manufacturing become an intertwined, continuous, on-line activity, propelled by the evolutionary operators (see Figure 1 ).  ... 
arXiv:1106.0190v1 fatcat:iaqaefzxwjf63lajvq4b47tqde

Towards the evolution of things

A. E. Eiben, J. E. Smith
2016 ACM SIGEVOlution  
As of today, the only area where human experimenters can design and manipulate evolutionary processes in full is that of Evolutionary Computing, where evolutionary processes are carried out in a digital  ...  We argue that in the near future it will be possible to move evolutionary computing outside such imaginary spaces and make it physically embodied.  ...  Using embodied artificial evolution, design and manufacturing become an intertwined, continuous, on-line activity, propelled by the evolutionary operators (see Figure 1 ).  ... 
doi:10.1145/2907964.2907966 fatcat:q2ljtholc5avjme5vw2pk2flpa

From Fertilized Eggs to Complex Organisms: Models of Biological Pattern Formation [chapter]

Hans Meinhardt
1999 Lecture Notes in Computer Science  
and Artificial Ontogeny p. 457 Parameter Optimization in Hierarchical Structures p. 467 A Model of Axis Determination for the Drosophila Wing Disc p. 472 Identifying Gene Regulatory Networks  ...  Networks p. 256 Framsticks: Towards a Simulation of a Nature-Like World, Creatures and Evolution p. 261 Evolving Visual Feature Detectors p. 266 Evolutionary Design of Mobile Robot Behaviors for  ... 
doi:10.1007/3-540-48304-7_1 fatcat:uwmpy5iuyfbgtixvtio5xozebu

Self-replication, Evolvability and Asynchronicity in Stochastic Worlds [chapter]

Chrystopher L. Nehaniv
2005 Lecture Notes in Computer Science  
Developmental genetic regulatory networks (DGRNs) are suggested as a novel paradigm for massive asynchronous computation and evolvability.  ...  Formal views of self-reproduction and time are surveyed, and a general asynchronization construction for automata networks is presented.  ...  Thanks to Algorithms and Adaptive Systems Research Groups, University of Hertfordshire, and the Engineering and Physical Sciences Research Council (EPSRC) for supporting the Network on Evolvability in  ... 
doi:10.1007/11571155_13 fatcat:4cdihrzr5reljbhedfxh67v47y

Applications of Biological Cell Models in Robotics [article]

Michele Braccini
2017 arXiv   pre-print
In particular, this work represents a survey of some models inspired, or making use of concepts, by gene regulatory networks (GRNs): these networks describe the complex interactions that affect gene expression  ...  and, consequently, cell behaviour.  ...  The paper "Evolving Embodied Genetic Regulatory Network-Driven Control Systems" [22] presents experiments in which a GRN-based controller is embodied in artificial organisms.  ... 
arXiv:1712.02303v1 fatcat:w5j7oi2shnfn7l5i27ny6d4dzu
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