In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the ...

Students will be expected to be proficient programmers. Reinforcement Learning: An Introduction. By Richard S. Sutton and Andrew G. Barto. MIT Press, Cambridge, MA, 1998. Note that the book is ...

Learning from interaction is a foundational idea underlying nearly all theories of learning and intelligence." "Reinforcement learning is learning what to do---how to map situations to actions---so as ...

Sutton received the B.A. degree in psychology from Stanford University ... and in academia at the University of Massachusetts Amherst. He has coauthored textbook Reinforcement Learning: An ...

We provided early support to extraordinary researchers, such as Yoshua Bengio, Geoffrey Hinton and Richard Sutton in their fundamental discoveries about deep learning and reinforcement learning ...