Societal Challenges

ENERGY

Paul Bogdan, Roger Ghanem, Bhaskar Krishnamachari, Yan Liu, Chris Mattmann, Barath Raghavan, Wei-Min Shen

HEALTH

Jose Luis Ambite, Paul Bogdan, Heather Culbertson, Emilio Ferrara, Burçin Becerik-Gerber, Jonathan Gratch, Justin Haldar, Andrei Irimia, Laurent Itti, Anand Joshi, Mayank Kejriwal, C.-C. Jay Kuo, Richard Leahy, Kristina Lerman, Yan Liu, Gale Lucas, Maja Matarić, Chris Mattmann, Shri Narayanan, Stefanos Nikolaidis, Assad Oberai, Xiang Ren, Cyrus Shahabi, Wei-Min Shen, William Swartout, Francisco Valero-Cuevas

PRIVACY & SECURITY

Murali Annavaram, Aleksandra Korolova, C.-C. Jay Kuo, Hao Li, Shri Narayanan, Ram Nevatia, Pierluigi Nuzzo, Barath Raghavan, Cyrus Shahabi

SUSTAINABILITY

Murali Annavaram, Paul Bogdan, Burçin Becerik-Gerber, Roger Ghanem, Viktor Prasanna, Wei-Min Shen, Lucio Soibelman

Research Areas

ACCELERATORS FOR AI

Murali Annavaram, Peter Beerel, Paul Bogdan, Keith Chugg, Viktor Prasanna

COGNITIVE ARCHITECTURE

Andrew Gordon, Paul Rosenbloom, Wei-Min Shen

CONSTRAINT PROGRAMMING

Bistra Dilkina, Sven Koenig, Satish Kumar, Pierluigi Nuzzo

DATA INTEGRATION

Jose Luis Ambite, Roger Ghanem, Mayank Kejriwal, Craig Knoblock, Jay Pujara, Pedro Alejandro Szekely

EXPLAINABLE AI

Paul Bogdan, Jyo Deshmukh, Roger Ghanem, Mayank Kejriwal, C.-C. Jay Kuo,  Yan Liu, Pierluigi Nuzzo, Xiang Ren, William Swartout, Ning Wang

HARDWARE FOR AI

Mike Chen, Hossein Hashemi, Rehan Kapadia, Tony Levi, Alice Parker, Han Wang, Wei Wu

HUMAN-COMPUTER INTERACTION

Nora Ayanian, Heather Culbertson, Emilio Ferrara, Kallirroi Georgila, Burçin Becerik-Gerber, Andrew Gordon, Jonathan Gratch, Gale Lucas, Maja Mataric, Shri Narayanan, Wei-Min Shen, William Swartout, David Traum, Ning Wang

IMAGING

Justin Haldar, Andrei Irimia, Assad Oberai

INTELLIGENT AUTONOMY

Paul Bogdan, Rahul Jain, Pierluigi Nuzzo

INVERSE PROBLEMS

Roger Ghanem, Justin Haldar, Andrei Irimia, Assad Oberai

MACHINE LEARNING

Murali Annavaram, Nora Ayanian, Paul Bogdan, Keith Chugg, Emilio Ferrara, Kallirroi Georgila, Leana Golubchik, Roger Ghanem, Jonathan Gratch, Justin Haldar, Qiang Huang, Andrei Irimia, Mayank Kejriwal, David Kempe, Craig Knoblock, Sven Koenig, Bhaskar Krishnamachari, C.-C. Jay Kuo, Kristina Lerman, Joseph Lim, Yan Liu, Haipeng Luo, Maja Matarić, Chris Mattmann, Jon May, Shri Narayanan, Stefanos Nikolaidis, Assad Oberai, Nanyun Peng, Jay Pujara, Xiang Ren, Paul Rosenbloom, Fei Sha, Cyrus Shahabi, Wei-Min Shen, Lucio Soibelman, Francisco Valero-Cuevas

MACHINE VISION

Nora Ayanian, Laurent Itti, Anand Joshi, David Kempe, C.-C. Jay Kuo, Richard Leahy, Hao Li, Joseph Lim, Chris Mattmann, Shri Narayanan, Ram Nevatia, Fei Sha, Lucio Soibelman

MULTI-AGENT ROBOT SYSTEMS

Nora Ayanian, Sven Koenig, Pierluigi Nuzzo

NATURAL LANGUAGE UNDERSTANDING

Kallirroi Georgila, Andrew Gordon, Mayank Kejriwal, Chris Mattmann, Jon May, Shri Narayanan, Nanyun Peng, Jay Pujara, Xiang Ren, Fei Sha, David Traum

ONLINE LEARNING

Rahul Jain, Haipeng Luo, Maja Mataric, Quan Nguyen

PROBABILISTIC REASONING

Roger Ghanem, Sven Koenig, Joseph Lim, Stefanos Nikolaidis, Pierluigi Nuzzo, Wei-Min Shen

REINFORCEMENT LEARNING

Rahul Jain, Haipeng Luo, Maja Mataric, Ashutosh Nayyar, Quan Nguyen, Pierluigi Nuzzo

ROBOTICS

Nora Ayanian, Heather Culbertson, Jyo Deshmukh, Sven Koenig, Sven Koenig, Bhaskar Krishnamachari, Joseph Lim, Maja Matarić, Quan Nguyen, Stefanos Nikolaidis, Pierluigi Nuzzo, Wei-Min Shen, Wei-Min Shen, Francisco Valero-Cuevas

SAFE AI/AI VERIFICATION

Jyo Deshmukh, Rahul Jain, Pierluigi Nuzzo

SEARCH AND PLANNING

Nora Ayanian, Sven Koenig, Joseph Lim, Stefanos Nikolaidis, Pierluigi Nuzzo

SECURITY GAMES

Bistra Dilkina, Shaddin Dughmi, David Kempe