Advances in Plan-Based Control of Robotic Agents

International Seminar, Dagstuhl Castle, Germany, October 21-26, 2001, Revised Papers
Erscheinungsjahr 2002
ISBN: 978-3-540-00168-3
Verlag: Springer

Buch, Englisch, 296 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 464 g

Reihe: Lecture Notes in Artificial Intelligence

In recent years, autonomous robots, including Xavier, Martha [1], Rhino [2,3], Minerva,and Remote Agent, have shown impressive performance in long-term demonstrations. In NASA’s Deep Space program, for example, an - tonomous spacecraft controller, called the Remote Agent [5], has autonomously performed a scienti?c experiment in space. At Carnegie Mellon University, Xavier [6], another autonomous mobile robot, navigated through an o?ce - vironment for more than a year, allowing people to issue navigation commands and monitor their execution via the Internet. In 1998, Minerva [7] acted for 13 days as a museum tourguide in the Smithsonian Museum, and led several thousand people through an exhibition. These autonomous robots have in common that they rely on plan-based c- trol in order to achieve better problem-solving competence. In the plan-based approach, robots generate control actions by maintaining and executing a plan that is e?ective and has a high expected utility with respect to the robots’ c- rent goals and beliefs. Plans are robot control programs that a robot can not only execute but also reason about and manipulate [4]. Thus, a plan-based c- troller is able to manage and adapt the robot’s intended course of action — the plan — while executing it and can thereby better achieve complex and changing tasks.

Zielgruppe

Research

Autoren/Hrsg.

Beetz, Michael

Guibas, Leonidas

Herztberg, Joachim

Ghallab, Malik

Pollack, Martha E.

Fachgebiete

• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Technische Wissenschaften Technik Allgemein Mess- und Automatisierungstechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme

Inhaltsverzeichnis

Plan-Based Multi-robot Cooperation.- Plan-Based Control for Autonomous Soccer Robots Preliminary Report.- Reliable Multi-robot Coordination Using Minimal Communication and Neural Prediction.- Collaborative Exploration of Unknown Environments with Teams of Mobile Robots.- Mental Models for Robot Control.- Perceptual Anchoring: A Key Concept for Plan Execution in Embedded Systems.- Progressive Planning for Mobile Robots A Progress Report.- Reasoning about Robot Actions: A Model Checking Approach.- Lifelong Planning for Mobile Robots.- Learning How to Combine Sensory-Motor Modalities for a Robust Behavior.- Execution-Time Plan Management for a Cognitive Orthotic System.- Path Planning for Cooperating Robots Using a GA-Fuzzy Approach.- Performance of a Distributed Robotic System Using Shared Communication Channels.- Use of Cognitive Robotics Logic in a Double Helix Architecture for Autonomous Systems.- The dd&p Robot Control Architecture.- Decision-Theoretic Control of Planetary Rovers.