Towards Learning and Evolving of a Team of Sony Legged Robots

نویسندگان

  • Dongbing Gu
  • Huosheng Hu
چکیده

This paper presents a hybrid approach to learning and evolving of a team of Sony legged robots (AIBO) in the robot football domain. These advanced walking robots aim to participate in the Sony Legged Robot League within the RoboCup competition. To achieve this goal, three important issues have been addressed in the paper:(i) multi-sensor based distributed perception, (ii) behaviour based approach to individual basic skills such as passing, shooting and ball control, (iii) system evolving and learning from experience. Some preliminary experimental results are presented to show the progress of our project.

برای دانلود 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

The CMTrio-98 Sony-Legged Robot Team

Sony has provided a remarkable platform for research and development in robotic agents, namely fully autonomous legged robots. In this paper, we describe our work using Sony's legged robots to participate in the RoboCup'98 legged robot demonstration and competition. The robots are fully autonomous with on-board vision, control, and navigation. The challenges we addressed in this framework inclu...

متن کامل

Playing soccer with legged robots

Sony has provided a remarkable platform for re search and development in robotic agents namely fully autonomous legged robots In this paper we describe our work using Sony s legged robots to participate at the RoboCup legged robot demonstration and com petition Robotic soccer represents a very challenging environment for research into systems with multiple robots that need to achieve concrete o...

متن کامل

Evolving Fuzzy Logic Controllers for Sony Legged Robots

This paper presents an evolutionary approach to learning a fuzzy logic controller(FLC) employed for reactive behaviour control of Sony legged robots. The learning scheme is divided into two stages. The first stage is a structure learning in which the rule base of FLC is generated by a backup updating learning. The second stage is a parameter learning in which the parameters of membership functi...

متن کامل

Fuzzy behaviour learning for sony legged robots

This paper presents a learning reactive control scheme for the Sony legged robots to play soccer. We built a behavior-based architecture that consists of a set of reactive behaviors and a deliberative reasoning component to select or cc-ordinate the reactive behaviors. The major reactive behavior is for a Sony robot to move towards the ball, guided by on-board sensors. Fuzzy logic is used to en...

متن کامل

Vision, Strategy, and Localization Using the Sony Robots at RoboCup-98

and development in physical agents, namely, fully autonomous legged robots. In this article, we describe our work using Sony’s legged robots to participate at the RoboCup-98 legged robot demonstration and competition. Robotic soccer represents a challenging environment for research in systems with multiple robots that need to achieve concrete objectives, particularly in the presence of an adver...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2000