Developmental learning for autonomous robots

نویسندگان

  • Mark H. Lee
  • Qinggang Meng
  • Fei Chao
چکیده

Developmental robotics is concerned with the design of algorithms that promote robot adaptation and learning through qualitative growth of behaviour and increasing levels of competence. This paper uses ideas and inspiration from early infant psychology (up to 3 months of age) to examine how robot systems could discover the structure of their local sensory-motor spaces and learn how to coordinate these for the control of action. An experimental learning model is described and results from robotic experiments using the model are presented and discussed.

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

Are Autonomous Mobile Robots Able to Take Over Construction? A Review

Although construction has been known as a highly complex application field for autonomous robotic systems, recent advances in this field offer great hope for using robotic capabilities to develop automated construction. Today, space research agencies seek to build infrastructures without human intervention, and construction companies look to robots with the potential to improve construction qua...

متن کامل

Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics

Researchers in the new eld of \developmental robotics" propose to provide robots with so-called developmental programs. Similar to the development of human infants, robots might use those programs to interact with humans and their environment for extended periods of time, and become smarter autonomously. In this paper we show how a neural network model developed by neuroscientists can be used b...

متن کامل

Developmental Robotics: Theory and Experiments

A hand-designed internal representation of the world cannot deal with unknown or uncontrolled environments. Motivated by human cognitive and behavioral development, this paper presents a theory, an architecture, and some experimental results for developmental robotics. By a developmental robot, we mean that the robot generates its “brain” (or “central nervous system,” including the information ...

متن کامل

Effective Mechatronic Models and Methods for Implementation an Autonomous Soccer Robot

  Omni directional mobile robots have been popularly employed in several applications especially in soccer player robots considered in Robocup competitions. However, Omni directional navigation system, Omni-vision system and solenoid kicking mechanism in such mobile robots have not ever been combined. This situation brings the idea of a robot with no head direction into existence, a comprehensi...

متن کامل

Ethical Issues of Open Ended-Learning in Autonomous Robots

By definition, open-ended learning robots might develop behaviours, motivations, goals, and intentions that cannot be anticipated at design time. Beside being a paramount enterprise for the development of truly autonomous artificial agents, open-ended learning poses important practical and ethical issue regarding the future of robotics [1]. Since the presence of artificial agents in our daily l...

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:
  • Robotics and Autonomous Systems

دوره 55  شماره 

صفحات  -

تاریخ انتشار 2007