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Association for Computing Machinery

Articles Tagged: Distributed artificial intelligence

Articles & Features

Introduction

By Alessio Lomusico, June 1999

PDF | HTML | In the Digital Library

CMUnited

Robotic soccer is a challenging research domain involving multiple agents that need to collaborate in an adversarial environment to achieve specific objectives. This article describes CMUnited, the team of small robotic agents that we developed to enter the RoboCup-97 competition. We designed and built the robotic agents, devised the appropriate vision algorithm, and developed and implemented algorithms for strategic collaboration between the robots in an uncertain and dynamic environment. The robots can organize themselves in formations, hold specific roles, and pursue their goals. In game situations, they have demonstrated their collaborative behaviors on multiple occasions. The robots can also switch roles to maximize the overall performance of the team. We present an overview of the vision processing algorithm which successfully tracks multiple moving objects and predicts trajectories. The paper then focuses on the agents' behaviors ranging from low-level individual behaviors to coordinated, strategic team behaviors. CMUnited won the RoboCup-97 small-robot competition at IJCAI-97 in Nagoya, Japan.

By Manuela Veloso, Peter Stone, Kwun Han, Sorin Achim, April 1998

PDF | HTML | In the Digital Library

Emotionware

By Lynellen D. S. Perry, September 1996

PDF | HTML | In the Digital Library