7. Appendices

7.1 Workshop Participants

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

  1. Workshop I: A Research Roadmap for Integrated Intelligence (19 pages)
  2. Workshop II: A Research Roadmap for Meaningful Interaction (27 pages)
  3. 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)

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