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Guided Self-organisation for Autonomous Robot Development [chapter]

Georg Martius, J. Michael Herrmann, Ralf Der
Advances in Artificial Life  
The paper presents a method to guide the self-organised development of behaviours of autonomous robots.  ...  In earlier publications we demonstrated how to use the homeokinesis principle and dynamical systems theory to obtain self-organised playful but goal-free behaviour.  ...  This study was supported by a grant from the BMBF in the framework of the Bernstein Center for Computational Neuroscience Göttingen, grant number 01GQ0432.  ... 
doi:10.1007/978-3-540-74913-4_77 dblp:conf/ecal/MartiusHD07 fatcat:eurr34mnpnf2bf7dme4rzpbu24

Development of goal-oriented behavior in self-learning robots

Georg Martius, J Michael Herrmann
2011 BMC Neuroscience  
The homeokinetic principle [1] describes a mechanism for the self-organisation of behaviour in early development.  ...  Goalrelated optimization for shaping rather than replacing on-going exploration is referred to as guided self-organisation and is the subject of the present paper.  ...  The homeokinetic principle [1] describes a mechanism for the self-organisation of behaviour in early development.  ... 
doi:10.1186/1471-2202-12-s1-p149 pmcid:PMC3240244 fatcat:b7nc4xmgsfhsvjz3tsyufqq3ye

MetaSelf

Giovanna Di Marzo Serugendo, John Fitzgerald, Alexander Romanovsky
2010 Proceedings of the 2010 ACM Symposium on Applied Computing - SAC '10  
This paper proposes a software architecture and a development process for engineering dependable and controllable self-organising (SO) systems.  ...  We show how this applies to two different systems: (1) a dynamically resilient Web service system; and (2) an industrial assembly system with self-adaptive and SO capabilities.  ...  Acknowledgements We are grateful to Yuhui Chen for his work on WS-Mediator. This work has been partially supported by the EPSRC Platform Grant on Trustworthy Ambient Systems (TrAmS).  ... 
doi:10.1145/1774088.1774184 dblp:conf/sac/SerugendoFR10 fatcat:kpoum2bdxbdgzprla5guqucime

Robots and humans as co-workers? [article]

António Brandão Moniz
2015 arXiv   pre-print
We conclude that studies on technology assessment of industrial robotics and autonomous agents on manufacturing environment should also focus on the human involvement strategies in organisations.  ...  The social aspects that are related with new concepts on the complex work environments (CWE) are becoming more relevant for that design.  ...  Those systems would include autonomous robots, flexible warehouses, production cells, autonomous guided vehicles.  ... 
arXiv:1507.06136v1 fatcat:mnythmlq6re3ze24m4lgdjomiy

Multi-level Self-organization in Cyber-Physical-Social Systems: Smart Home Cleaning Scenario

Alexander Smirnov, Alexey Kashevnik, Andrew Ponomarev
2015 Procedia CIRP  
Smart home cleaning scenario is proposed as an example of multi-level self-organization approach. Robot vacuum cleaner creates room map using the light-sensitive sensors and clean room using the map.  ...  The paper presents multi-level self-organization approach for cyber-physical-social systems that distinguishes three main level for the system resource interaction: physical level, planning level, and  ...  Acknowledgements The presented results are part of the research carried out within the project funded by grants # 15-07-08092, 14-07-00345, 13-07-00336, 13-01-00286 of the Russian Foundation for Basic  ... 
doi:10.1016/j.procir.2015.02.089 fatcat:exdl3jmfmnhyrlyxed72ovy7q4

Autonomous Processes in Assembly Systems

B. Scholz-Reiter, M. Freitag
2007 CIRP annals  
Different approaches for design and autonomous operation of assembly will be explained and future trends towards fully autonomous components of an assembly system as well as autonomous parts and products  ...  To manage these dynamics, flexible, reconfigurable, and autonomous assembly systems were proposed and partly realised in the last two decades.  ...  and self-organisation.  ... 
doi:10.1016/j.cirp.2007.10.002 fatcat:bld4jqfjhna7pf7s7auwinv35q

Experience Report in Developing and Applying a Method for Self-Organisation to Agile Manufacturing

Giovanna Di Marzo Serugendo, Regina Frei
2010 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems  
More specifically, this paper describes how both a development method for self-organising systems and the above particular application have been progressively shaped, each influencing the other.  ...  In this article we report on our experience gained during the development of self-organising evolvable assembly systems, which are systems providing solutions for user-friendly agile manufacturing systems  ...  ACKNOWLEDGMENTS One author receives a PhD grant from a National Foundation for Science and Technology.  ... 
doi:10.1109/saso.2010.24 dblp:conf/saso/SerugendoF10 fatcat:kurd46r36ngmfg7df6lzyaa6ue

Strategic and interactive learning of a hierarchical set of tasks by the Poppy humanoid robot

Nicolas Duminy, Sao Mai Nguyen, Dominique Duhaut
2016 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)  
Strategic learning Both active autonomous exploration and interactive learning can be formalised under the notion of self-organising the learning process.  ...  Developing methods for strategic learning based on active goal-oriented exploration and interactive learning, we propose Socially Guided Intrinsic Motivation with Active Choice of Task and Strategy for  ... 
doi:10.1109/devlrn.2016.7846820 dblp:conf/icdl-epirob/DuminyND16 fatcat:x54uqdr6vvbtrcoqozltkt3vzm

The Future of Camera Networks

Lukas Esterle, Peter R. Lewis, Richie McBride, Xin Yao
2017 Proceedings of the 11th International Conference on Distributed Smart Cameras - ICDSC 2017  
We present a general discussion on the challenges of heterogeneity, coordination, self-reconfigurability, mobility, and collaboration in camera networks.  ...  In this position paper, we discuss a variety of potential uses for such complex smart camera networks, and some of the challenges that arise when staying smart in the presence of such complexity.  ...  ACKNOWLEDGMENT This work is supported by the SOLOMON project (Self-Organisation and Learning Online in Mobile Observation Networks) funded by the European Union H2020 Programme, grant nº705020.  ... 
doi:10.1145/3131885.3131931 dblp:conf/icdsc/EsterleLM017 fatcat:44kmiunahrfhdpjlyt3smvpwxq

The global landscape of AI ethics guidelines

Anna Jobin, Marcello Ienca, Effy Vayena
2019 Nature Machine Intelligence  
In the last five years, private companies, research institutions as well as public sector organisations have issued principles and guidelines for ethical AI, yet there is debate about both what constitutes  ...  Our findings highlight the importance of integrating guideline-development efforts with substantive ethical analysis and adequate implementation strategies.  ...  Guiding Principles for Ethical AI -Unity Blog Unity's six guiding AI principles are as follows Unity Technologies USA Company 28-Nov- 2018 self Manual in- clusion Responsible bots: 10  ... 
doi:10.1038/s42256-019-0088-2 fatcat:ok3sbwujwzegpaijtyvj4emhnm

Self-healing and self-repairing technologies

Regina Frei, Richard McWilliam, Benjamin Derrick, Alan Purvis, Asutosh Tiwari, Giovanna Di Marzo Serugendo
2013 The International Journal of Advanced Manufacturing Technology  
It suggests a terminology and taxonomy for self-healing and selfrepair, and discusses the various related types of other self-* This work is supported by the EPSRC Centre for Innovative Manufacturing in  ...  This article reviews the existing work in selfhealing and self-repairing technologies, including work in software engineering, materials, mechanics, electronics, MEMS, self-reconfigurable robotics, and  ...  Christian Knipprath for explaining self-healing composite materials.  ... 
doi:10.1007/s00170-013-5070-2 fatcat:564mgebb6nebhis677eo43x23m

Self-assembly in Heterogeneous Modular Robots [chapter]

Wenguo Liu, Alan F. T. Winfield
2014 Springer Tracts in Advanced Robotics  
The rest of the paper is organised as follows: Section 2 introduces the robots of the SYMBRION project and the hardware configuration for autonomous docking.  ...  Infrared(IR)-based sensing -including proximity detection, docking alignment detection and local communications circuits -has been developed for the SYM-BRION robot to achieve autonomous docking in a 2D  ... 
doi:10.1007/978-3-642-55146-8_16 fatcat:ggvvliqwpnbpviu3gu5rs3qmmy

The future of complexity engineering

Regina Frei, Giovanna Marzo Serugendo
2012 Open Engineering  
It then classifies the presented work according to five types of nature-inspired technology, namely: (1) using technology to understand nature, (2) nature-inspiration for technology, (3) using technology  ...  AbstractComplexity Engineering encompasses a set of approaches to engineering systems which are typically composed of various interacting entities often exhibiting self-* behaviours and emergence.  ...  Christian Knipprath from the Advanced Composites Centre for Innovation and Science (AC-CIS), Department of Aerospace Engineering, Bristol University, for his explanations about the various types of self-healing  ... 
doi:10.2478/s13531-011-0071-0 fatcat:6paflsnetngc3mupaxxirqffqm

Advances in complexity engineering

R. Frei, Giovanna Di Marzo Serugendo
2011 International Journal of Bio-Inspired Computation (IJBIC)  
article is directed at promoting complexity engineering, the authors are aware of the fact Acknowledgements This work was started while Regina Frei received a PhD grant from the Portuguese Foundation for  ...  Rules for self-organisation and policies for self-adaptation are defined. In the second part, D2, the individual autonomous components (services, agents, etc.) are designed.  ...  The CUP approach has been applied to autonomous guided vehicles and document clustering [16] .  ... 
doi:10.1504/ijbic.2011.041144 fatcat:ltwoxjnpzfbc5htriyb6vofdfy

Large-scale, Small-scale Systems [chapter]

Jim Austin, Dave Cliff, Robert Ghanea-Hercock, Andy Wright
2006 Cognitive Systems - Information Processing Meets Brain Science  
Acknowledgements The authors thank Flaviu Adrian Marginean for his help and background work in the construction of this document.  ...  Self organisation This concerns how UMPP systems organise themselves for a particular task without intervention from outside. How does the brain self organise its processing?  ...  Self-organisation Does the brain have a level of self-organisation? If so how is this achieved in a controllable and advantageous way?  ... 
doi:10.1016/b978-012088566-4/50005-2 fatcat:mr7mjjmsingjxoiia3yrblsvbq
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