Societal Challenges |
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ENERGYPaul Bogdan, Roger Ghanem, Bhaskar Krishnamachari, Yan Liu, Chris Mattmann, Barath Raghavan, Wei-Min Shen |
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HEALTHJose 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 |
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PRIVACY & SECURITYMurali Annavaram, Aleksandra Korolova, C.-C. Jay Kuo, Hao Li, Shri Narayanan, Ram Nevatia, Pierluigi Nuzzo, Barath Raghavan, Cyrus Shahabi |
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SUSTAINABILITYMurali Annavaram, Paul Bogdan, Burçin Becerik-Gerber, Roger Ghanem, Viktor Prasanna, Wei-Min Shen, Lucio Soibelman |
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Research Areas |
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ACCELERATORS FOR AIMurali Annavaram, Peter Beerel, Paul Bogdan, Keith Chugg, Viktor Prasanna |
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COGNITIVE ARCHITECTUREAndrew Gordon, Paul Rosenbloom, Wei-Min Shen |
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CONSTRAINT PROGRAMMINGBistra Dilkina, Sven Koenig, Satish Kumar, Pierluigi Nuzzo |
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DATA INTEGRATIONJose Luis Ambite, Roger Ghanem, Mayank Kejriwal, Craig Knoblock, Jay Pujara, Pedro Alejandro Szekely |
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EXPLAINABLE AIPaul Bogdan, Jyo Deshmukh, Roger Ghanem, Mayank Kejriwal, C.-C. Jay Kuo, Yan Liu, Pierluigi Nuzzo, Xiang Ren, William Swartout, Ning Wang |
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HARDWARE FOR AI
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HUMAN-COMPUTER INTERACTIONNora 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 |
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IMAGINGJustin Haldar, Andrei Irimia, Assad Oberai |
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INTELLIGENT AUTONOMY
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INVERSE PROBLEMSRoger Ghanem, Justin Haldar, Andrei Irimia, Assad Oberai |
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MACHINE LEARNINGMurali 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 VISIONNora 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 |
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MULTI-AGENT ROBOT SYSTEMSNora Ayanian, Sven Koenig, Pierluigi Nuzzo |
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NATURAL LANGUAGE UNDERSTANDINGKallirroi Georgila, Andrew Gordon, Mayank Kejriwal, Chris Mattmann, Jon May, Shri Narayanan, Nanyun Peng, Jay Pujara, Xiang Ren, Fei Sha, David Traum |
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ONLINE LEARNINGRahul Jain, Haipeng Luo, Maja Mataric, Quan Nguyen |
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PROBABILISTIC REASONINGRoger Ghanem, Sven Koenig, Joseph Lim, Stefanos Nikolaidis, Pierluigi Nuzzo, Wei-Min Shen |
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REINFORCEMENT LEARNINGRahul Jain, Haipeng Luo, Maja Mataric, Ashutosh Nayyar, Quan Nguyen, Pierluigi Nuzzo |
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ROBOTICSNora 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 |
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SAFE AI/AI VERIFICATIONJyo Deshmukh, Rahul Jain, Pierluigi Nuzzo |
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SEARCH AND PLANNINGNora Ayanian, Sven Koenig, Joseph Lim, Stefanos Nikolaidis, Pierluigi Nuzzo |
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SECURITY GAMESBistra Dilkina, Shaddin Dughmi, David Kempe |