2023 SEOUL S&T FORUM |

Position	Dean/Professor
Organization	The Robotics Institute School of Computer Science, Carnegie Mellon University
Email	hebert@cs.cmu.edu

Education

BA University of Paris

MS University of Paris

PHD University of Paris

BA	University of Paris
MS	University of Paris
PHD	University of Paris

Career

2019-present	Dean, School of Computer Science, Carnegie Mellon University.
2022-present	University Professor
2014-2019	Director, The Robotics Institute, Carnegie Mellon University.
1999-present	Professor, The Robotics Institute, Carnegie Mellon University.
1986-1999	Research Scientist, The Robotics Institute, Carnegie Mellon University.
1984-1986	Visiting Research Scientist, The Robotics Institute, Carnegie Mellon University.
2014 - 2015	Deputy Director, Nanotechnology and Materials, Bureau for Science, Technology and Innovation, Cabinet Office

Presentation Title

Current approaches to some key AI challenges

Summary

In this presentation, we will review key research challenges that stand in the way of deploying AI systems in a variety of real-world applications. They include fundamental questions such as reducing the dependence on curated data, combining symbolic knowledge with statistical techniques, formally validating and characterizing system performance, human modeling for AI interaction, and systematic approaches to dynamically distributed AI components. We will illustrate current progress and approaches through examples from current research in the seven departments of the School of Computer Science at Carnegie Mellon University.