Raj Reddy

Last updated

Raj Reddy
RRCMU1998.jpg
Reddy in 1998
Born
Dabbala Rajagopal Reddy

(1937-06-13) 13 June 1937 (age 86)
CitizenshipUnited States
Alma mater University of Madras (BE)
University of New South Wales (MTech)
Stanford University (PhD)
Awards
Scientific career
Fields Artificial Intelligence
Robotics
Human-Computer Interaction
Institutions IIIT Hyderabad [1] [2]
Carnegie Mellon University
Stanford University
Doctoral advisor John McCarthy
Doctoral students James K. Baker
Alexander Waibel
James Gosling
Janet M. Baker [3]
Kai-Fu Lee [3]
Xuedong Huang
Roni Rosenfeld
Harry Shum
Hsiao-Wuen Hon

Dabbala Rajagopal "Raj" Reddy (born 13 June 1937) is an Indian-American computer scientist and a winner of the Turing Award. He is one of the early pioneers of artificial intelligence and has served on the faculty of Stanford and Carnegie Mellon for over 50 years. [4] He was the founding director of the Robotics Institute at Carnegie Mellon University. He was instrumental in helping to create Rajiv Gandhi University of Knowledge Technologies in India, to cater to the educational needs of the low-income, gifted, rural youth. He was the founding chairman of International Institute of Information Technology, Hyderabad. He is the first person of Asian origin to receive the Turing Award, in 1994, known as the Nobel Prize of Computer Science, for his work in the field of artificial intelligence.

Contents

Early life and education

Raj Reddy was born in a Telugu family [5] in Katur village of Chittoor district of present-day Andhra Pradesh, India. His father, Sreenivasulu Reddy, was a landowner, and his mother, Pitchamma, was a homemaker. He was the first member of his family to attend college.

After graduating with a bachelor's degree in civil engineering from Guindy Engineering College (established in 1794) of the University of Madras, he went to Australia as an intern. While a student at the University of New South Wales, he started using an English Electric Deuce Mark II computer (Vacuum Tube, Mercury Delay line memory with punch card I/O). After graduating with an MTech degree from UNSW in 1960, he joined IBM where he worked as an Applied Science representative. In 1963 he joined Stanford University, graduating in 1966 as the first PhD in AI under John McCarthy. After 3 years on the Faculty at Stanford, he joined Carnegie Mellon University to work with AI pioneers Allen Newell and Herb Simon. [6]

Career

Reddy is the University Professor of Computer Science and Robotics and Moza Bint Nasser Chair at the School of Computer Science at Carnegie Mellon University. From 1960, he worked for IBM in Australia. [4] He was an Assistant Professor of Computer Science at Stanford University from 1966 to 1969. [7] He joined the Carnegie Mellon faculty as an associate professor of Computer Science in 1969. He became a full professor in 1973 and a university professor, in 1984. [8]

He was the founding director of the Robotics Institute [9] from 1979 [10] to 1991 [11] and the Dean of School of Computer Science from 1991 to 1999. As a dean of SCS, he helped create the Language Technologies Institute, Human Computer Interaction Institute, Center for Automated Learning and Discovery (since renamed as the Machine Learning Department), and the Institute for Software Research. He is the chairman of Governing Council of IIIT Hyderabad. [12] He was the founding Chancellor (2008-2019) of Rajiv Gandhi University of Knowledge Technologies (RGUKT). [13]

Reddy was a co-chair [14] of the President's Information Technology Advisory Committee (PITAC) from 1999 to 2001. [15] He was one of the founders of the American Association for Artificial Intelligence [16] and was its president from 1987 to 1989. [17] He served on the International board of governors of Peres Center for Peace in Israel. [18] He served as a member of the governing councils of EMRI [19] and HMRI [20] which use technology-enabled solutions to provide cost-effective health care coverage to rural population in India.

AI Research

Reddy's early research was conducted at the AI labs at Stanford, first as a graduate student and later as an assistant professor, and at CMU since 1969. [21] His AI research concentrated on perceptual and motor aspect of intelligence such as speech, language, vision and robotics. Over a span of five decades, Reddy and his colleagues created several historic demonstrations of spoken language systems, e.g., voice control of a robot, [22] [23] large vocabulary connected speech recognition, [24] [25] speaker independent speech recognition, [26] [27] [28] and unrestricted vocabulary dictation. [29] Reddy and his colleagues have made seminal contributions to Task Oriented Computer Architectures, [30] Analysis of Natural Scenes, [31] Universal Access to Information, [32] and Autonomous Robotic Systems. [33] Hearsay I [34] was one of the first systems capable of continuous speech recognition. Subsequent systems like Hearsay II, Dragon, Harpy, [35] and Sphinx I/II developed many of the ideas underlying modern commercial speech recognition technology as summarized in his recent historical review of speech recognition with Xuedong Huang and James K. Baker. [36] Some of these ideas—most notably the "blackboard model" for coordinating multiple knowledge sources—have been adopted across the spectrum of applied artificial intelligence. [33]

Technology in Service of Society

Reddy's other major research interest has been in exploring the role of "Technology in Service of Society". [33] One of the early efforts, Centre mondial informatique et ressource humaine  [ fr ] was founded by Jean-Jacques Servan-Schreiber in France in 1981 with a technical team consisting of Nicholas Negroponte, Alan Kay, Seymour Papert, Raj Reddy, and Terry Winograd. Reddy served as the Chief Scientist for the center. The centre had as its objective the Development of Human Resource in Third World Countries using Information Technology. Several seminal experiments in providing computerized classrooms and rural medical delivery were attempted.  In 1984, President Mitterrand decorated Reddy with the Légion d'Honneur medal. [37] [38] [39]

Universal Digital Library Project was started by Raj Reddy, Robert Thibadeau, Jaime Carbonell, Michael Shamos, and Gloriana S. Clair in the 1990s, to scan books and other media such as music, videos, paintings, and newspapers [40] [41] [42] and to provide online access to all creative works to anyone, anywhere at any time. A larger Million Book Project was started in 2001 as a collaborative effort with China (Professors Pan Yunhe, Yuting Zhuang, Gao Wen) and India (Prof N. Balakrishnan).

Marks of a student are a result of several factors such as the quality of the teachers, the education level of the parents, the ability to pay for coaching classes and the time spent on the task of learning the subject. Rural students tend to be at a serious disadvantage along each of these dimensions. Rajiv Gandhi University of Knowledge Technologies (RGUKT) was created for educating gifted rural youth in Andhra Pradesh in 2008, by Drs. Y. S. Rajasekhara Reddy, K. C. Reddy, and Raj Reddy, based on the premise that the current nationwide merit-based admissions, such as SAT tests, are flawed and do not provide a level playing field for gifted youth from rural areas. [43]

Reddy proposed that a fully connected population makes it possible to think of a KG-to-PG-Online-College in every village providing personalized instruction. [44] [45] Assuming that all students are provided digital literacy and learning-to-learn training as part of primary education before they dropout, anyone can learn any subject at any age even if there are no qualified teachers on the subject.

AI can be used to empower the people at the bottom-of-the-pyramid, who have not benefited from the IT revolution so far. [46] Reddy proposed that recent technological advances in AI will ultimately enable anyone to watch any movie, read any textbook, and talk to anyone independent of the language of the producer or consumer. [47] He also proposed that the use of Smart Sensor Watches can be used to eliminate COVID lockdowns by monitoring the sensor data to identify and isolate people with symptoms. [48]

Awards and honors

He is a fellow of the AAAI, [49] ACM, [50] Acoustical Society of America, [51] IEEE [52] and Computer History Museum. [53] [54] Reddy is a member [11] of the United States National Academy of Engineering, American Academy of Arts and Sciences, Chinese Academy of Engineering, Indian National Science Academy, and Indian National Academy of Engineering.

He has been awarded honorary doctorates (Doctor Honoris Causa) from SV University, Universite Henri-Poincare, University of New South Wales, [55] Jawaharlal Nehru Technological University, University of Massachusetts, [56] University of Warwick, [57] Anna University, IIIT (Prayagraj), Andhra University, IIT Kharagpur, [58] Hong Kong University of Science and Technology, [59] Rajiv Gandhi University of Knowledge Technologies, and Carnegie Mellon University. [60]

In 1994 he and Edward Feigenbaum received the Turing Award, "for pioneering the design and construction of large scale artificial intelligence systems, demonstrating the practical importance and potential commercial impact of artificial intelligence technology." [61] In 1984, Reddy was awarded the French Legion of Honour by French President François Mitterrand. [37] [38] [39] Reddy also received Padma Bhushan, from the President of India in 2001, [62] the Okawa Prize in 2004, [63] the Honda Prize in 2005, [64] and the Vannevar Bush Award in 2006. [65]

Contributions

Machine Intelligence and Robotics: Report of the NASA Study Group – Executive Summary, [66] Final Report [67] Carl Sagan (chair), Raj Reddy (vice chair) and others, NASA JPL, September 1979. Foundations and Grand Challenges of Artificial Intelligence, AAAI Presidential Address, 1988. [17]

Miscellaneous

Kai-Fu Lee's 2018 bestseller 'AI Superpowers: China, Silicon Valley, and the New World Order' is dedicated "To Raj Reddy, my mentor in AI and in life" [68]

Related Research Articles

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References

  1. Cerf's curriculum vitae as of February 2001, attached to a transcript of his testimony that month before the United States House Energy Subcommittee on Telecommunications and the Internet, from ICANN's website
  2. "Governing Council | IIIT Hyderabad".
  3. 1 2 "CMU Computer Science PhD Awards by Advisor". Carnegie Mellon. Retrieved 3 August 2011.
  4. 1 2 "CMU's Raj Reddy fills lives with big questions". Pittsburgh Post-Gazette. 15 June 1998. Retrieved 2 August 2011.
  5. Suryanarayana, Pisupati Sadasiva (29 February 2016). Smart Diplomacy: Exploring China-india Synergy. World Scientific. ISBN   978-1-938134-70-8.
  6. Krause, Alex. "Raj Reddy". The Robotics Institute Carnegie Mellon University. Retrieved 28 December 2019.
  7. "Stanford Faculty List". Stanford.
  8. "CS50: FIFTY YEARS OF COMPUTER SCIENCE". Carnegie Mellon. Archived from the original on 15 June 2010. Retrieved 2 August 2011.
  9. "History of the Robotics Institute". Robotics Institute, Carnegie Mellon. Archived from the original on 27 June 2015. Retrieved 2 August 2011.
  10. "Robotics Institute Founders". Carnegie Mellon University Article Dec. 2004, Vol. 1, No. 4. Archived from the original on 28 September 2011. Retrieved 20 August 2011.
  11. 1 2 "Raj Reddy". rr.cs.cmu.edu. Archived from the original on 9 July 2011. Retrieved 24 July 2011.
  12. "Governing Council of International Institute of Information Technology". IIIT. Retrieved 2 August 2011.
  13. "About RGUKT - RGUKT-AP". www.rgukt.in. Retrieved 23 May 2023.
  14. "Draft Minutes of PITAC". Networking and Information Technology Research and Development (NITRD). Retrieved 7 September 2011.
  15. "Former PITAC Members (1997–2001)". Networking and Information Technology Research and Development (NITRD). Retrieved 7 September 2011.
  16. "Origins of the American Association for Artificial Intelligence". AI Magazine. 26 (4): 5–12.
  17. 1 2 "Foundations and Grand Challenges of Artificial Intelligence". AI Magazine. 9 (4): 9–21.
  18. "International Board of Governors of the Peres Center for Peace". Peres Center. Archived from the original on 20 July 2011.
  19. "Emergency Management and Research Institute - GVK EMRI". emri.in.
  20. "Hmri.in". www.hmri.in. Archived from the original on 21 July 2011.
  21. "CMU-Software Engineering-Faculty-Raj Reddy". Carnegie Mellon. Retrieved 18 August 2011.
  22. "HearHere Video". CMU. Archived from the original on 1 February 2014. Retrieved 2 September 2011.
  23. Hear! Here! Computer Speech Recognition, Catalog Number: 102743239, Lot Number: X5866.2011, 1968, retrieved 22 February 2023
  24. "Hearsay Video". CMU. Archived from the original on 1 February 2014. Retrieved 2 September 2011.
  25. "Harpy Video". CMU. Archived from the original on 1 February 2014. Retrieved 2 September 2011.
  26. Lee; Hon & Reddy (1990). "An Overview of the Sphinx Speech Recognition System". IEEE Transactions on Acoustics, Speech, and Signal Processing. 38 (1): 35–44. Bibcode:1990ITASS..38...35L. CiteSeerX   10.1.1.477.4864 . doi:10.1109/29.45616.
  27. A Computer with Hands, Eyes, and Ears, McCarthy, Earnest, Reddy, and Vicens, Proceedings of the AFIPS '68, 9–11 December 1968, Fall Joint Computer Conference, Part I December 1968 Pages 329–338
  28. Archived at Ghostarchive and the Wayback Machine : "Stanford AI Project - Hear Here (Short Version) - YouTube". youtube.com. Retrieved 18 December 2020.
  29. Introduction to Xuedong Huang; Alejandro Acero; Alex Acero; Hsiao-Wuen Hon (2001). Spoken language processing. Prentice Hall. ISBN   978-0-13-022616-7.
  30. Bisiani; Mauersberg & Reddy (1983). "Task-Oriented Architectures". Proceedings of the IEEE. 71 (7): 885–898. doi:10.1109/PROC.1983.12685. S2CID   38287345.
  31. Ohlander; Price; Reddy (1978). "Picture Segmentation Using a Recursive Region Splitting Method". Computer Graphics and Image Processing. 8 (3): 313–333. doi:10.1016/0146-664X(78)90060-6.
  32. "Electrifying Knowledge The Story of the Universal Digital Library_Pittsburgh Quarterly_Summer 2009 by Tom Imerito". CMU. Retrieved 4 September 2011.
  33. 1 2 3 Reddy, R. (2006). "Robotics and Intelligent Systems in Support of Society". IEEE Intelligent Systems. 21 (3): 24–31. CiteSeerX   10.1.1.106.6402 . doi:10.1109/MIS.2006.57. S2CID   7757286.
  34. Archived at Ghostarchive and the Wayback Machine : "CMU Hearsay 1973 (Short Version) - YouTube". youtube.com. Retrieved 18 December 2020.
  35. "Harpy - YouTube". youtube.com. Archived from the original on 11 December 2021. Retrieved 18 December 2020.
  36. Reddy, Xuedong Huang, James Baker, Raj. "A Historical Perspective of Speech Recognition". cacm.acm.org.{{cite web}}: CS1 maint: multiple names: authors list (link)
  37. 1 2 "Prof honored", Mitterrand Visit and Legion of Honor Ceremony. Pittsburgh Post-Gazette, OCR corrected copy, original PPG, 28 March 1984
  38. 1 2 "Worlds apart". Mitterrand Legion of Honor Ceremony, Pittsburgh Post-Gazette, OCR corrected copy, original PPG, 29 March 1984
  39. 1 2 "Fitting Honor for Reddy", Mitterrand Visit and Legion of Honor Ceremony. Pittsburgh Post-Gazette Editorial, OCR corrected copy, original PPG, 29 March 1984
  40. "A Global Infrastructure for Universal Access to Information, April 1997". rr.cs.cmu.edu. Retrieved 15 December 2020.
  41. "Universal Digital Library 1997 (2 Min) - YouTube". youtube.com. Archived from the original on 11 December 2021. Retrieved 18 December 2020.
  42. Malamud, Carl; Pitroda, Sam. Code Swaraj (PDF). Public.Resource.Org. p. 43. ISBN   978-1-892628-05-3 . Retrieved 3 January 2019.
  43. "RGUKT". rgukt.in. Retrieved 21 December 2020.
  44. KG to PG Online Micro University in Every Village, Talk presented to HRD Ministry of AP, 5 July 2016
  45. Disruptive Future of Education, Talk presented at the VC conference, India, 11 August 2016
  46. Reaching the Three Billion People at The Bottom of the Pyramid, Talk at Harbin Institute of Technology, Harbin, 6 June 2018
  47. Voice Computing and Reaching the 3B People at the Bottom of the Pyramid, Talk presented at Heidelberg Laureate Forum, 20 Sep 2016
  48. No More Lockdowns? An Agenda to Eliminate Lockdowns the Post-Pandemic Era, World Laureates Forum, Shanghai, 29 Oct 2020
  49. "Elected AAAI Fellows". aaai.org. Retrieved 22 December 2020.
  50. "Raj Reddy". awards.acm.org. Retrieved 22 December 2020.
  51. "Fellows of the Society". Acoustical Society of America. Retrieved 22 December 2020.
  52. "IEEE Fellows Directory - Member Profile". services27.ieee.org. Retrieved 22 December 2020.
  53. "Reimagining Tradition: CHM Honors Tech Legends in First-Ever Virtual Fellow Awards". CHM. 17 February 2021. Retrieved 8 April 2021.
  54. "2021 CHM Fellows: RAJ REDDY - For his groundbreaking work in artificial intelligence, robotics, and computer science education". 21 February 2021.
  55. "Honorary Degrees". University of New South Wales. Retrieved 7 September 2011.
  56. "Honorary Degree". University of Massachusetts. Retrieved 7 September 2011.
  57. "Honorary Graduates and Chancellor's Medallists". University of Warwick. Retrieved 7 September 2011.
  58. "Honoris Causa Awardees". IIT-kgp. Archived from the original on 16 October 2011. Retrieved 7 September 2011.
  59. "HKUST to Confer Honorary Doctorates on Eminent Academics and Leaders". Press Release. Retrieved 7 September 2011.
  60. "Raj Reddy To Receive Honorary Degree at CMU Commencement | Carnegie Mellon University - Computer Science Department". csd.cmu.edu. Retrieved 9 July 2022.
  61. "ACM Award Citation / Raj Reddy". awards.acm.org. Archived from the original on 26 July 2011. Retrieved 25 July 2011.
  62. "Padma Bhushan Awardees — Padma Awards". india.gov.in. Retrieved 25 July 2011.
  63. "The Winners of the Okawa Prize". Okawa Foundation. Archived from the original on 12 June 2008. Retrieved 3 August 2011.
  64. "Honda Prize 2005". Honda Foundation. Archived from the original on 3 August 2012. Retrieved 3 August 2011.
  65. "National Science Board — Honorary Awards — Vannevar Bush Award Recipients". nsf.gov. Retrieved 24 July 2011.
  66. Machine Intelligence and Robotics_Executive Summary (PDF). Carnegie Mellon University. Retrieved 7 September 2011.
  67. Machine Intelligence and Robotics: Report of the NASA Study Group (PDF). Carnegie Mellon University. Retrieved 7 September 2011.
  68. Lee, Kai-Fu (22 September 2018). "Opinion | What China Can Teach the U.S. About Artificial Intelligence (Published 2018)". The New York Times. ISSN   0362-4331 . Retrieved 22 December 2020.

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