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Applications of Artificial Intelligence to Real-World Autonomous Mobile Robots

Papers from the 1992 Fall Symposium

Erann Gat and Marc Slack, Program Cochairs

Technical Report FS-92-02
Published by The AAAI Press, Menlo Park, California

This technical report is available in book format.

Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!

Contents

Preface / 1
Erann Gat and Marc Slack

An Automata-based Approach to Robotic Map Learning / 1
Kenneth Basye

A Review of the First AAAI Robotics Competition / 5
Pete Bonasso & Thomas Dean

Map-making and Localization for Mobile Robots Using Shape Metrics / 10
Russell G. Brown, L. Paul Chew, Bruce R. Donald

From Virtual World to Reality: Designing an Autonomous Underwater Robot / 18
Don Brutzman

Becoming Knowingly Interactive with Sensors and Actuators| / 23
John Budenske & Maria Gini

Extending the Navigation Metaphor to Other Domains / 29
Jonathan H. Connell

Maps Considered As Adaptive Planning Resources / 36
Sean Engelson and Drew McDermott

On the Role of Theory in the Control of Autonomous Mobile Robots / 45
Erann Gat

An Integrated Experience-Based Approach to Navigational Path Planning for Autonomous Mobile Robots / 50
Ashok Goel, Michael Donnellan, Nancy Vazquez & Tod Callantine

Visual Navigation in the Polly System / 62
Ian Horswill

Plan Recognition for Real-World Autonomous Robots: Work in Progress / 68
Marcus J. Huber and Edmound Durfee

Autonomous Robots and Temporal Reasoning / 76
A. Mete Kabakcioglu

Applying Computational Theories of Cognitive Mapping to Mobile Robots / 83
David Kortenkamp

The Semantic Hierarchy Approach to Robot Learning / 90
Benjamin Kuipers, Richard Froom, Wan-Yik Lee and David Pierce

Landmark-Based Robot Motion Planning / 98
Anthony Lazanas and Jean-Claude Lotombe

Controlling a Mobile Robot Herd: Theory and Practice / 104
Maja J. Mataric

Real Robots Eat Quiche (Or at Least Can Cook It) / 109
Dave Miller

A Case-Based Approach to Reactive Control of Autonomous Robots / 112
Kenneth Moorman and Ashwin Ram

Sensor Fusion: From Cognitive Theory to Robotic Architecture / 123
Robin R. Mulphy

Semi-autonomous Map-making and Navigation / 129
Karen L. Myers and Kurt Konolige

Schema Architecture for Multi-Agent Robotics / 134
Elizabeth Nitz

Modeling Uncertainties in Robot Motions / 137
Aleksandar Timcenko and Peter Allen

Multiple Vision Agents Observe Dynamically Changing World / 147
Saburo Tsuji and Hiroshi Ishiguro

Robot Navigation in a Known Environment with Unknown Moving Obstacles / 154
Steven Ratering and Maria Gini

Learning to Catch: Applying Nearest Neighbot Algorithms to Dynamic Control Tasks / 159
Steven Salzberg and David Aha

Trajectory Planning of Planar Tracked Vehicles / 167
Zvi Shiller and William Serate

Evolutionary Development of Mobile Robot Systems / 173
Reid Simmons

What Was/Is/Should be Path Planning / 179
Marc Slack

The Case for a Realistic Mobile Robot Simulator / 181
Mark C. Torrance

A New Realm of Artificial Intelligence Control for Real-World Autonomous Mobile Robotics: Behavior Based Autonomous Systems / 185
John B. Watson

Towards an Adaptable Robot Language / 191
Holly Yanco

A Fuzzy Logic Based Robot Navigation System / 195
John Yen and Nathan Pfluger

Control of Mobile Robots Using Anytime Computation / 200
Shlomo Zilberstein and Stuart Russell

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