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What Went Wrong and Why: Lessons from AI Research and Applications

Papers from the 2008 AAAI Workshop

Mehmet H. Göker, Daniel G. Shapiro, Program Cochairs

Technical Report WS-08-14 published by The AAAI Press, Menlo Park, California

This technical report is also available in book and CD format.

Contents

Organizing Committee / vii
Mehmet H. Göker, Daniel G. Shapiro

Preface: What Went Wrong and Why: Lessons from AI Research and Applications / 1
Mehmet H. Göker and Daniel G. Shapiro

Invited Talk

Lessons Learned for AI Applications from the Autonomous Sciencecraft / 3
Steve Chien

Papers

Development of Logic Programming: What Went Wrong, What Was Done about It, and What It Might Mean for the Future / 4
Carl Hewitt

RoboCup for the Mechanically, Athletically and Culturally Challenged / 12
Cindy Marling, David Chelberg

From Transfer to Scaling: Lessons Learned in Understanding Novel Reinforcement Learning Algorithms / 18
Soumi Ray, Tim Oates

Reasons for Success (and Failure) in the Development and Deployment of AI Systems / 25
Nestor Rychtyckyj, Alan Turski

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