Home * People * Richard Sutton
Sutton-head5.jpg

Richard Stuart Sutton,
an American computer scientist and AI-researcher. Since 2003, Richard S. Sutton is a professor in the Department of Computing Science [1] at the University of Alberta and is principal investigator of the RLAI [2] group. Rich's research interests center on the learning problems facing a decision-maker interacting with its environment, which he sees as central to artificial intelligence. He is the author of the original paper on Temporal Difference Learning [3] and, with Andrew Barto, of the textbook Reinforcement Learning: An Introduction [4] . He is also interested in animal learning psychology, in connectionist networks, and generally in systems that continually improve their representations and models of the world [5] .
Richard Sutton [6]

Selected Publications

[7] [8][9]

1978

  • Richard Sutton (1978). Single channel theory: A neuronal theory of learning. Brain Theory Newsletter 3, No. 3/4, pp. 72-75. pdf

1980 ...

1990 ...

2000 ...

2010


External Links


References

  1. ^ Home | Department of Computing Science
  2. ^ Reinforcement Learning and Artificial Intelligence (RLAI)
  3. ^ Sutton, R.S. (1988). Learning to Predict by the Methods of Temporal Differences. Machine Learning, Vol. 3, No. 1, pp. 9-44. Kluwer Academic Publishers, Boston. ISSN 0885-6125. pdf
  4. ^ Reinforcement Learning: An Introduction ebook by Richard Sutton and Andrew Barto
  5. ^ Brief Biography for Richard Sutton
  6. ^ Rich Sutton's Home Page
  7. ^ Rich Sutton's Publications
  8. ^ dblp: Richard S. Sutton
  9. ^ ICGA Reference Database (pdf)

What links here?


Up one level