Integrated Intelligence
David Aha, US Naval Research
Laboratory
Liz Bradley, U Colorado Boulder
Joyce Chai, Michigan State
Alexandra Coman, Capitol One
Vincent Conitzer, Duke University
Adnan Darwiche, UCLA
Johan de Kleer, PARC
Marie desJardins, Simmons University
Khari Douglas, CCC
Ann Schwartz Drobnis, CCC
Doug Fisher, Vanderbilt University
Ken Forbus, Northwestern University
Yolanda Gil, University of Southern
California
Peter Harsha, CRA
Jim Hendler, Rensselaer Polytechnic
Institute
Larry Hunter, U Colorado Denver
John Laird, U Michigan
Rick Lathrop, UC Irvine
David Leake, U Indiana
Cynthia Matuszek, U Maryland,
Baltimore County
Stephanie Milani, U Maryland,
Baltimore County
David McAllester, Toyota
Technological Institute at Chicago
Stephanie Milani, Carnegie Mellon
University
Erik Mueller, Capital One
Hector Munoz-Avila, Lehigh University
Jean Oh, Carnegie Mellon University
Paul Rosenbloom, University of
Southern California
Bart Selman, Cornell University
Colleen Seifert, U Michigan
Jason Wilson, Northwestern
University
Beverly Woolf, U Massachusetts
Amherst
Meaningful Interactions
Eytan Adar, U Michigan
Henny Admoni, Carnegie Mellon
University
Saleema Amershi, Microsoft
Michael Bernstein, Stanford University
Jeff Bigham, Carnegie Mellon
University
Gagan Bansal, U Washington
Liz Bradley, Colorado Boulder
Cynthia Breazeal, MIT
Ceren Budak, U Michigan
Carlos Busso, UT Dallas
Thomas Diettrich, Oregon State
University
Ann Schwartz Drobnis, CCC
Jacob Eisenstein, Georgia Tech
Yolanda Gil, University of Southern
California
Dilek Hakkani Tur, Amazon
Alon Halevy, U Washington / Megagon
Peter Harsha, CRA
Julia Hirschberg, Columbia University
Ece Kamar, Microsoft
Rao Kambhampati, Arizona State
University
Benjamin Lee, U Washington
Fei-Tzin Lee, Columbia University
Blair MacIntyre, Georgia Tech
Aqueasha Martin-Hammond,
Indiana University
Cynthia Matuszek, U Maryland,
Baltimore County
Kathy McKeown, Columbia University
Rada Mihalcea, U Michigan
David Parkes, Harvard University
Cynthia Rudin, Duke University
Brian Scassellati, Yale University
Bart Selman, Cornell University
Milind Tambe, University of
Southern California
Elsbeth Turcan, Columbia University
Dan Weld, U Washington
Helen Wright, CCC
Self-aware Learning
Elias Barenboim, Purdue University
Tamara Berg, U North Carolina
at Chapel Hill
Debadeepta Dey, Microsoft Research
Tom Dietterich, Oregon State
University
Finale Doshi-Velez, Harvard University
Khari Douglas, CCC
Doug Downey, Northwestern
University
Dieter Fox, U Washington/NVIDIA
Emily Fox, U Washington/Apple
Dileep George, Vicarious Systems
Yolanda Gil, University of Southern
California
Noah Goodman, Stanford University
Kristen Grauman, UT Austin
Peter Harsha, CRA
Chad Jenkins, Michigan University
Michael Jordan, UC Berkeley
Been Kim, Google
Vipin Kumar, U Minnesota
Fei-Fei Li, Stanford University
Yan Liu, University of Southern
California
Dan Lopresti, Lehigh University
Jitendra Malik, UC Berkeley
Maja Matarić, University of
Southern California
Cynthia Matuszek, U Maryland,
Baltimore County
Ray Mooney, UT Austin
Catherine Olsson, Google
Scott Niekum, UT Austin
Devi Parikh, Georgia Tech
Brian Scasselatti, Yale University
Bart Selman, Cornell University
Reid Simmons, Carnegie Mellon
University
Stefanie Tellex, Brown University
Javona White Bear, MIT Lincoln
Laboratory
Helen Wright, CCC
7.2 Additional Contributors
Many people throughout the computing research community have contributed to the Roadmapping activity, resulting in this report. We want to especially thank workshop co-chairs Marie desJardins, Ken Forbus, Kathy McKeown, Dan Weld, Tom Dietterich, and Fei-Fei Li and all workshop participants. We acknowledge the contributions and inputs of the following people. Any opinions, findings, and conclusions or recommendations expressed in this material do not necessarily reflect the views of the individual contributors: Liz Bradley, Patti Brennan, Maya Cakmak, Tara Chklovski, Vince Conitzer, Gobi Dasu, Dieter Fox, Finale Doshi-Velez, Juliana Freire, Christina Gardner-McCune, Brian Gerkey, Carla Gomes, Robert Holte, Ayanna Howard, Charles Isbell, Chad Jenkins, Sampath Kannan, Christian Lebiere, Karen Levy, Henry Lieberman, Dan Lopresti, Travis Mandel, Maja Mataric´, Bilge Mutlu, Hector Palacios, David Parkes, Ray Perrault, Ronitt Rubinfeld, Norman Sadeh, Aviv Segev, Andrew Selbst, Jim Spohrer, Peter Stone, Russ Tedrake, David Touretzky, Brian Van Voorst, Suresh Venkatasubramanian, Association for Computing Machinery’s (ACM) US Technology Policy Committee, and the Center for Human-Compatible AI. The following individuals have provided great stewardship in advising the AI Roadmap activity: Ron Brachman, Henrik Christensen, Ed Feigenbaum, Barbara Grosz, Peter Harsha, Eric Horvitz, and Stuart Russell. Thank you to all who have helped with this activity, on behalf of the community.
Helen Wright and Khari Douglas have provided tremendous support in bringing this Roadmap to fruition and we are thankful for their contributions.
Full Report
Table of Contents:
Title Page, Executive Summary, and Table of Contents (7 pages)
1. Introduction (5 pages)
2. Major Societal Drivers for Future Artificial Intelligence Research (4 pages)
3. Overview of Core Technical Areas of AI Research Roadmap: Workshop Reports
- Workshop I: A Research Roadmap for Integrated Intelligence (19 pages)
- Workshop II: A Research Roadmap for Meaningful Interaction (27 pages)
- Workshop III: A Research Roadmap for Self-Aware Learning (26 pages)
4. Major Findings (4 pages)
5. Recommendations (22 pages)
6. Conclusions (1 page)
7. Appendices (participants and contributors) (2 pages)