Stuart J. Russell

Last updated

Stuart Russell
OBE
Stuart Russell 01.jpg
Stuart Russell in 2019
Born
Stuart Jonathan Russell

1962 (age 6162)
Portsmouth, England
CitizenshipBritish; American
Alma mater University of Oxford (BA)
Stanford University (PhD)
Known for Artificial Intelligence: A Modern Approach
Awards
Scientific career
Fields Artificial Intelligence [3]
Institutions
Thesis Analogical and Inductive Reasoning  (1987)
Doctoral advisor Michael Genesereth [4]
Doctoral students
Other notable students
Website people.eecs.berkeley.edu/~russell/ OOjs UI icon edit-ltr-progressive.svg

Stuart Jonathan Russell OBE (born 1962) is a British computer scientist known for his contributions to artificial intelligence (AI). [5] [3] He is a professor of computer science at the University of California, Berkeley and was from 2008 to 2011 an adjunct professor of neurological surgery at the University of California, San Francisco. [6] [7] He holds the Smith-Zadeh Chair in Engineering at University of California, Berkeley. [8] He founded and leads the Center for Human-Compatible Artificial Intelligence (CHAI) at UC Berkeley. [9] Russell is the co-author with Peter Norvig of the authoritative textbook of the field of AI: Artificial Intelligence: A Modern Approach used in more than 1,500 universities in 135 countries. [10]

Contents

Education and early life

Russell was born in Portsmouth, England. He attended St Paul's School, London, where he was 1st scholar. He studied physics at Wadham College, Oxford, and was awarded his Bachelor of Arts degree with first-class honours in 1982. He moved to the United States to complete his PhD in computer science at Stanford University in 1986 for research on inductive reasoning and analogical reasoning supervised by Michael Genesereth. [4] [11] His PhD was supported by a NATO studentship from the UK Science and Engineering Research Council. [11]

Career and research

After his 1986 PhD, he joined the faculty of the University of California, Berkeley as a professor of computer science. [12] From 2008 to 2011 he also held an appointment as adjunct professor of Neurological Surgery at the University of California, San Francisco, where he pursued research in computational physiology and intensive-care unit monitoring. [6] [7] He is also an Honorary Fellow at Wadham College, Oxford. [8] His research in the area of Artificial Intelligence (AI) [13] includes contributions to machine learning, [14] probabilistic reasoning, knowledge representation, planning, real-time decision making, multitarget tracking, computer vision, [15] and inverse reinforcement learning. [9] He has also been an active participant in the movement to ban the manufacture and use of autonomous weapons. [16] [17]

In 2016, he founded the Center for Human-Compatible Artificial Intelligence at UC Berkeley, with co-principal investigators Pieter Abbeel, Anca Dragan, Tom Griffiths, Bart Selman, Joseph Halpern, Michael Wellman and Satinder Singh Baveja. [18] Russell has published several hundred conference and journal articles [6] [19] [20] as well as several books, including The Use of Knowledge in Analogy and Induction and Do the Right Thing: Studies in Limited Rationality (with Eric Wefald). [15] [21] Along with Peter Norvig, he is the author of Artificial Intelligence: A Modern Approach , [22] a textbook used by over 1,500 universities in 135 countries. [23] He is on the Scientific Advisory Board for the Future of Life Institute [24] and the advisory board of the Centre for the Study of Existential Risk. [25]

In 2017 he collaborated with the Future of Life Institute to produce a video, Slaughterbots , about swarms of drones assassinating political opponents, and presented this to a United Nations meeting about the Convention on Certain Conventional Weapons. [26] [27]

In 2018 he contributed an interview to the documentary Do You Trust This Computer?. [28]

His book, Human Compatible: Artificial Intelligence and the Problem of Control , was published by Viking on 8 October 2019. [29] His work is aligned with Human-Centered Artificial Intelligence themes. His former doctoral students include Marie desJardins, Eric Xing and Shlomo Zilberstein. [4]

Russell gave the 2021 Reith Lectures, broadcast on BBC Radio 4, on Living with Artificial Intelligence [2] [30] with lectures on "The Biggest Event in Human History", [31] "AI in warfare", [32] "AI in the economy" [33] and "AI: A Future for Humans". [34]

Awards and honors

Russell was co-winner, in 1995, of the IJCAI Computers and Thought Award at the International Joint Conferences on Artificial Intelligence, the premier international award in artificial intelligence for researchers under 35. [35] In 2022, he received the IJCAI Award for Research Excellence, only the second person (after Hector Levesque) to win both of IJCAI's main research awards. He is a fellow of the Association for the Advancement of Artificial Intelligence (AAAI), [1] elected in 1997, the Association for Computing Machinery (ACM) [36] (2003) and the American Association for the Advancement of Science (2011). [37] In 2005, he was awarded the ACM Karl V. Karlstrom Outstanding Educator Award. [38] In 2012, he was appointed to the Blaise Pascal Chair in Paris, awarded to "internationally acclaimed foreign scientists in all disciplines," as well as the senior Chaire d'excellence of France's Agence Nationale de la Recherche. [39]

Russell served as vice chair of the World Economic Forum's Council on AI and Robotics and is currently a member of its Global AI Council. Other awards he has received include the National Science Foundation's Presidential Young Investigator Award, the World Technology Award, the Mitchell Prize, and the Association for the Advancement of Artificial Intelligence Outstanding Educator Award. [15] He was appointed Officer of the Order of the British Empire (OBE) in the 2021 Birthday Honours for services to artificial intelligence research. [40]

Related Research Articles

Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and uses learning and intelligence to take actions that maximize their chances of achieving defined goals. Such machines may be called AIs.

<span class="mw-page-title-main">Eliezer Yudkowsky</span> American AI researcher and writer (born 1979)

Eliezer S. Yudkowsky is an American artificial intelligence researcher and writer on decision theory and ethics, best known for popularizing ideas related to friendly artificial intelligence. He is the founder of and a research fellow at the Machine Intelligence Research Institute (MIRI), a private research nonprofit based in Berkeley, California. His work on the prospect of a runaway intelligence explosion influenced philosopher Nick Bostrom's 2014 book Superintelligence: Paths, Dangers, Strategies.

<span class="mw-page-title-main">Symbolic artificial intelligence</span> Methods in artificial intelligence research

In artificial intelligence, symbolic artificial intelligence is the term for the collection of all methods in artificial intelligence research that are based on high-level symbolic (human-readable) representations of problems, logic and search. Symbolic AI used tools such as logic programming, production rules, semantic nets and frames, and it developed applications such as knowledge-based systems, symbolic mathematics, automated theorem provers, ontologies, the semantic web, and automated planning and scheduling systems. The Symbolic AI paradigm led to seminal ideas in search, symbolic programming languages, agents, multi-agent systems, the semantic web, and the strengths and limitations of formal knowledge and reasoning systems.

The Association for the Advancement of Artificial Intelligence (AAAI) is an international scientific society devoted to promote research in, and responsible use of, artificial intelligence. AAAI also aims to increase public understanding of artificial intelligence (AI), improve the teaching and training of AI practitioners, and provide guidance for research planners and funders concerning the importance and potential of current AI developments and future directions.

<span class="mw-page-title-main">Peter Norvig</span> American computer scientist (born 1956)

Peter Norvig is an American computer scientist and Distinguished Education Fellow at the Stanford Institute for Human-Centered AI. He previously served as a director of research and search quality at Google. Norvig is the co-author with Stuart J. Russell of the most popular textbook in the field of AI: Artificial Intelligence: A Modern Approach used in more than 1,500 universities in 135 countries.

<i>Artificial Intelligence: A Modern Approach</i> Book by Stuart J. Russell and Peter Norvig

Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial intelligence, written by Stuart J. Russell and Peter Norvig. It was first published in 1995, and the fourth edition of the book was released on 28 April 2020.

<span class="mw-page-title-main">Judea Pearl</span> Computer scientist (born 1936)

Judea Pearl is an Israeli-American computer scientist and philosopher, best known for championing the probabilistic approach to artificial intelligence and the development of Bayesian networks. He is also credited for developing a theory of causal and counterfactual inference based on structural models. In 2011, the Association for Computing Machinery (ACM) awarded Pearl with the Turing Award, the highest distinction in computer science, "for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning". He is the author of several books, including the technical Causality: Models, Reasoning and Inference, and The Book of Why, a book on causality aimed at the general public.

Bart Selman is a Dutch-American professor of computer science at Cornell University. He is also co-founder and principal investigator of the Center for Human-Compatible Artificial Intelligence (CHAI) at the University of California, Berkeley, led by Stuart J. Russell, and co-chair of the Computing Community Consortium's 20-year roadmap for AI research.

The philosophy of artificial intelligence is a branch of the philosophy of mind and the philosophy of computer science that explores artificial intelligence and its implications for knowledge and understanding of intelligence, ethics, consciousness, epistemology, and free will. Furthermore, the technology is concerned with the creation of artificial animals or artificial people so the discipline is of considerable interest to philosophers. These factors contributed to the emergence of the philosophy of artificial intelligence.

The following outline is provided as an overview of and topical guide to artificial intelligence:

<span class="mw-page-title-main">Manuela M. Veloso</span> Portuguese-American computer scientist

Manuela Maria Veloso is the Head of J.P. Morgan AI Research & Herbert A. Simon University Professor Emeritus in the School of Computer Science at Carnegie Mellon University, where she was previously Head of the Machine Learning Department. She served as president of Association for the Advancement of Artificial Intelligence (AAAI) until 2014, and the co-founder and a Past President of the RoboCup Federation. She is a fellow of AAAI, Institute of Electrical and Electronics Engineers (IEEE), American Association for the Advancement of Science (AAAS), and Association for Computing Machinery (ACM). She is an international expert in artificial intelligence and robotics.

<span class="mw-page-title-main">Jitendra Malik</span> Indian-American academic (born 1960)

Jitendra Malik is an Indian-American academic who is the Arthur J. Chick Professor of Electrical Engineering and Computer Sciences at the University of California, Berkeley. He is known for his research in computer vision.

<span class="mw-page-title-main">Eric Horvitz</span> American computer scientist, and Technical Fellow at Microsoft

Eric Joel Horvitz is an American computer scientist, and Technical Fellow at Microsoft, where he serves as the company's first Chief Scientific Officer. He was previously the director of Microsoft Research Labs, including research centers in Redmond, WA, Cambridge, MA, New York, NY, Montreal, Canada, Cambridge, UK, and Bangalore, India.

<span class="mw-page-title-main">Barbara J. Grosz</span> American computer scientist (born 1948)

Barbara J. Grosz CorrFRSE is an American computer scientist and Higgins Professor of Natural Sciences at Harvard University. She has made seminal contributions to the fields of natural language processing and multi-agent systems. With Alison Simmons, she is co-founder of the Embedded EthiCS programme at Harvard, which embeds ethics lessons into computer science courses.

Henry A. Kautz is a computer scientist, Founding Director of Institute for Data Science and Professor at University of Rochester. He is interested in knowledge representation, artificial intelligence, data science and pervasive computing.

<span class="mw-page-title-main">Francesca Rossi</span> Italian computer scientist

Francesca Rossi is an Italian computer scientist, currently working at the IBM Thomas J. Watson Research Center as an IBM Fellow and the IBM AI Ethics Global Leader.

Robert Wilensky was an American computer scientist and emeritus professor at the UC Berkeley School of Information, with his main focus of research in artificial intelligence.

<span class="mw-page-title-main">Center for Human-Compatible Artificial Intelligence</span> US AI safety research center

The Center for Human-Compatible Artificial Intelligence (CHAI) is a research center at the University of California, Berkeley focusing on advanced artificial intelligence (AI) safety methods. The center was founded in 2016 by a group of academics led by Berkeley computer science professor and AI expert Stuart J. Russell. Russell is known for co-authoring the widely used AI textbook Artificial Intelligence: A Modern Approach.

<span class="mw-page-title-main">Thomas Dean (computer scientist)</span> American computer scientist

Thomas L. Dean is an American computer scientist known for his work in robot planning, probabilistic graphical models, and computational neuroscience. He was one of the first to introduce ideas from operations research and control theory to artificial intelligence. In particular, he introduced the idea of the anytime algorithm and was the first to apply the factored Markov decision process to robotics. He has authored several influential textbooks on artificial intelligence.

Giuseppe De Giacomo is an Italian computer scientist. He is a Professor of Computer Science at the Department of Computer Science, University of Oxford, and Professor of Computer Engineering at the Department of Computer, Control and Management Engineering, Sapienza University of Rome. He is also a Senior Research Fellow at the Green Templeton College.

References

  1. 1 2 "Elected AAAI Fellows". aaai.org.
  2. 1 2 Russell, Stuart (2021). "Living with Artificial Intelligence - BBC Radio 4". bbc.co.uk. BBC.
  3. 1 2 Russell, Stuart; Hauert, Sabine; Altman, Russ; Veloso, Manuela (2015). "Robotics: Ethics of artificial intelligence". Nature. 521 (7553): 415–418. Bibcode:2015Natur.521..415.. doi: 10.1038/521415a . ISSN   0028-0836. PMID   26017428.
  4. 1 2 3 4 5 6 Stuart J. Russell at the Mathematics Genealogy Project OOjs UI icon edit-ltr-progressive.svg
  5. Russell, Stuart J.; Tegmark, Max; Hawking, Stephen; Wilczek, Frank (2014). "Transcending Complacency on Superintelligent Machines". huffingtonpost.com.
  6. 1 2 3 Stuart J. Russell publications indexed by Google Scholar OOjs UI icon edit-ltr-progressive.svg
  7. 1 2 Stuart Russell's ORCID   0000-0001-5252-4306
  8. 1 2 "Stuart Russell". Berkeley EECS. Retrieved 30 July 2019.
  9. 1 2 "UC Berkeley launches Center for Human-Compatible Artificial Intelligence". Berkeley University of California. Retrieved 30 July 2019.
  10. "1542 Schools Worldwide That Have Adopted AIMA". aima.cs.berkeley.edu. Retrieved 24 September 2022.
  11. 1 2 Russell, Stuart Jonathan (1987). Analogical and Inductive Reasoning. acm.org (PhD thesis). Stanford University. OCLC   19777975. ProQuest   303637665.(subscription required)
  12. "Stuart Russell's Resumé, Professor of Computer Science and Engineering, University of California, Berkeley" . Retrieved 1 August 2011.
  13. Russell, Stuart (2017). "Artificial intelligence: The future is superintelligent". Nature. 548 (7669): 520–521. Bibcode:2017Natur.548..520R. doi: 10.1038/548520a . ISSN   0028-0836.
  14. Polonski, Vyacheslav (25 May 2018). "Here's Why AI Can't Solve Everything". The Conversation. Retrieved 10 November 2020.
  15. 1 2 3 "Stuart J. Russell". Berkeley EECS. Retrieved 8 August 2019.
  16. Markoff, John (12 May 2016). "Pentagon Turns to Silicon Valley for Edge in Artificial Intelligence". The New York Times. Retrieved 8 August 2019.
  17. "Ban on killer robots urgently needed, say scientists". The Guardian. 13 November 2017. Retrieved 8 August 2019.
  18. "UC Berkeley launches Center for Human-Compatible Artificial Intelligence". news.berkeley.edu. 29 August 2016.
  19. Stuart J. Russell at DBLP Bibliography Server OOjs UI icon edit-ltr-progressive.svg
  20. "Stuart Russell Publications". Berkeley EECS. Retrieved 21 August 2019.
  21. "Professor Stuart Russell - The Long-Term Future of (Artificial) Intelligence". University of Cambridge. Retrieved 21 August 2019.
  22. Russell, Stuart J.; Norvig, Peter (2010). Artificial Intelligence: A Modern Approach (3rd ed.). Upper Saddle River: Prentice Hall. ISBN   9780136042594. OCLC   1041391921.
  23. "Artificial Intelligence: A Modern Approach", aima.cs.berkeley.edu, University of California, Berkeley, 2013, retrieved 6 July 2015
  24. Who We Are, Future of Life Institute, 2014, archived from the original on 7 May 2014, retrieved 7 May 2014
  25. Who We Are, Centre for the Study of Existential Risk, 2014, archived from the original on 18 July 2014, retrieved 1 August 2014
  26. Sample, Ian (13 November 2017), "Ban on killer robots urgently needed, say scientists", The Guardian
  27. Anon (14 December 2017), "Military robots are getting smaller and more capable", The Economist
  28. "Meet the experts". doyoutrustthiscomputer.org. Retrieved 21 August 2019.
  29. Russell, Stuart (8 October 2019). Human Compatible : Artificial intelligence and the question of control . [S.l.]: Viking. ISBN   978-0525558613. OCLC   1083694322.
  30. Murgia, Madhumita (29 November 2021). "AI weapons pose threat to humanity, warns top scientist". Financial Times. Retrieved 1 December 2021.
  31. Russell, Stuart (1 December 2021). "The Biggest Event in Human History". bbc.co.uk. London: BBC. I think what's happening in social media is already worse than Chernobyl, it has caused a huge amount of dislocation
  32. Russell, Stuart (8 December 2021). "AI in warfare". bbc.co.uk. London: BBC.
  33. Russell, Stuart (15 December 2021). "AI in the economy". bbc.co.uk. London: BBC.
  34. Russell, Stuart (22 December 2021). "AI: A Future for Humans". bbc.co.uk. London: BBC.
  35. "International Joint Conferences on Artificial Intelligence – Awards". ijcai.org.
  36. "ACM Fellows – ACM Award". acm.org.
  37. "About AAAS". Archived from the original on 13 January 2012.
  38. "Professor Stuart J Russell – Award Winner". acm.org. Archived from the original on 2 October 2012.
  39. Anon (2012). "Programme : " Chaires d'Excellence "" (PDF). agence-nationale-recherche.fr. Archived from the original (PDF) on 8 May 2014.
  40. "No. 63377". The London Gazette (Supplement). 12 June 2021. p. B25.

Bibliography