Epigenetic robotics - modelling cognitive development in robotic systems

نویسندگان

  • Luc Berthouze
  • Tom Ziemke
چکیده

According to Zlatev and Balkenius (2001), the goal of Epigenetic robotics is to understand, and model, the role of development in the emergence of increasingly complex cognitive structures from physical and social interaction. As such, Epigenetic Robotics is an interdisciplinary effort, combining developmental psychology, neuroscience, and robotics. This still recent field is being driven by two main, somewhat parallel, motivations: (a) to understand the brain by constructing embodied systems – the so-called synthetic approach, and (b) to build better systems by learning from human studies. While this two-pronged approach has led to promising results (see (Lungarella, Metta, Pfeifer, & Sandini, 2003) for a comprehensive review), these editors believe that the field will benefit from amore rigorous coupling between both components. Pro-

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Introduction: The Second International Workshop on Epigenetic Robotics

In concluding their summary of papers from the First Epigenetic Robotics workshop, Zlatev and Balkenius (2001) considered a number of questions. First, were the issues of the embodiment, situatedness, and development that are most adequate for epigenetic robotics (and cognitive science). Second, was the question of true animal-like or human-like intelligence in artificial (including robotic) sy...

متن کامل

iCub: the design and realization of an open humanoid platform for cognitive and neuroscience research

The development of robotic cognition and the advancement of understanding of human cognition form two of the current greatest challenges in robotics and neuroscience, respectively. The RobotCub project aims to develop an embodied robotic child (iCub) with the physical (height 90 cm and mass less than 23 kg) and ultimately cognitive abilities of a 2.5-year-old human child. The iCub will be a fre...

متن کامل

The RobotCub Approach to the Development of Cognition Implications of Emergent Systems for a Common Research Agenda in Epigenetic Robotics

This paper elaborates on the workplan of an initiative in embodied cognition: RobotCub. Our goal here is to provide background and to motivate our long-term plan of empirical research including brain and robotic sciences following the principles of epigenetic robotics.

متن کامل

Development of a Robust Observer for General Form Nonlinear System: Theory, Design and Implementation

The problem of observer design for nonlinear systems has got great attention in the recent literature. The nonlinear observer has been a topic of interest in control theory. In this research, a modified robust sliding-mode observer (SMO) is designed to accurately estimate the state variables of nonlinear systems in the presence of disturbances and model uncertainties. The observer has a simple ...

متن کامل

Morphogenetic Robotics: A New Paradigm for Designing Self-Organizing, Self-Reconfigurable and Self-Adaptive Robots

By morphogenetic robotics, we mean a class of methodologies for designing self-organizing, self-reconfigurable and self-adaptive robots inspired by biological morphogenesis. We categorize these methodologies into three areas, namely, morphogenetic swarm robotic systems, morphogenetic modular robots and morphogenetic co-design of body and brain for robots. We also discuss the relationship betwee...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Cognitive Systems Research

دوره 6  شماره 

صفحات  -

تاریخ انتشار 2003