Carnegie Mellon has been a leader in Artificial Intelligence (AI) research since Herbert Simon and Allen Newell invented the field in the 1950s. Since then, AI has evolved to address problems of probabilistic and numeric nature, leading to the incorporation of approaches from mathematics, engineering, operations research and economics.
Our researchers scientifically build upon each others’ work, and research from other disciplines, creating analytical and highly systematic experimental work. The resulting AI systems can deal with uncertainty — both in an objective sense and in the sense that arises in those AI applications that include non-trivial perception.The explosion of computerized information on the Internet, in data warehouses, and from physical sensory artifacts has also created large-scale problems for AI research. Carnegie Mellon has been at the forefront of that progress, with pioneering innovations in intelligent digital libraries, data representations and algorithms, market clearing technologies, and complex task-embedded robotic applications. Carnegie Mellon faculty are recognized for their leadership in expanding beyond monolithic AI to multiagent systems, where the key challenge is the intelligent interaction of multiple parties. Finally, Carnegie Mellon faculty have led AI from the abstract (“Can one build a thinking machine?”) to a host of concrete applications and techniques that are significantly improving the world.
Faculty working in this area:
|Mitchell||Tom||Affiliated Faculty, E. Fredkin University Professor, Faculty Founders University Professorfirstname.lastname@example.org|
|Rosenfeld||Roni||Affiliated Faculty; Department Head, Machine Learning Department; Professoremail@example.com|
|Reddy||Raj||Affiliated Faculty; Moza Bint Nasser University Professorfirstname.lastname@example.org|
|Hodgins||Jessica||Allen Newell University Professor of Computer Science And Roboticsemail@example.com|
|Sandholm||Tuomas||Angel Jordan Professor of Computer Sciencefirstname.lastname@example.org|
|Datta||Anupam||Associate Professor, CSD, ECEemail@example.com|
|Veloso||Manuela M.||Courtesy Faculty Member; Herbert A. Simon University Professor of Computer Sciencefirstname.lastname@example.org|
|Dannenberg||Roger||Professor of Computer Science, Art & Musicemail@example.com|
|Mason||Matthew||Professor, Computer Science and Roboticsfirstname.lastname@example.org|
|Erdmann||Michael||Professor, Computer Science and Roboticsemail@example.com|
|Wactlar||Howard||Research Faculty Emeritusfirstname.lastname@example.org|