Richard S. Sutton

E753566

computer scientist researcher

Richard S. Sutton is a pioneering computer scientist best known for his foundational contributions to reinforcement learning, including co-authoring the influential textbook "Reinforcement Learning: An Introduction."

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All labels observed (2)

Label	Occurrences
Richard S. Sutton canonical	3
Richard L. Sutton	1

Statements (45)

Predicate	Object
instanceOf	computer scientist ⓘ researcher ⓘ
affiliation	Alberta Machine Intelligence Institute NERFINISHED ⓘ DeepMind NERFINISHED ⓘ
almaMater	University of Massachusetts Amherst NERFINISHED ⓘ
citizenship	Canada ⓘ United States of America ⓘ surface form: United States
coAuthorOf	"Reinforcement Learning: An Introduction" NERFINISHED ⓘ
coAuthorWith	Andrew G. Barto NERFINISHED ⓘ
employer	University of Alberta NERFINISHED ⓘ
fieldOfStudy	computer science ⓘ
fieldOfWork	artificial intelligence ⓘ machine learning ⓘ reinforcement learning ⓘ
hasAcademicAdvisor	Andrew G. Barto NERFINISHED ⓘ
hasContribution	formalization of temporal-difference methods ⓘ integration of learning, planning, and acting in RL ⓘ popularization of reinforcement learning through textbooks and tutorials ⓘ theoretical foundations of reinforcement learning ⓘ
hasRole	pioneer of reinforcement learning ⓘ
influenced	applications of reinforcement learning in games ⓘ applications of reinforcement learning in robotics ⓘ development of modern reinforcement learning ⓘ
knownFor	actor-critic methods ⓘ foundational contributions to reinforcement learning ⓘ on-policy and off-policy learning methods ⓘ options framework for temporally extended actions ⓘ policy gradient methods ⓘ temporal-difference learning ⓘ the Dyna architecture NERFINISHED ⓘ the book "Reinforcement Learning: An Introduction" NERFINISHED ⓘ
language	English ⓘ
nationality	American ⓘ Canadian ⓘ
notableWork	Dyna reinforcement learning architecture NERFINISHED ⓘ Q-learning related research ⓘ TD(λ) NERFINISHED ⓘ actor-critic architectures NERFINISHED ⓘ options framework in hierarchical reinforcement learning ⓘ policy gradient theorem NERFINISHED ⓘ temporal-difference learning algorithms ⓘ
position	professor ⓘ research scientist ⓘ
workInstitution	DeepMind Alberta NERFINISHED ⓘ University of Alberta NERFINISHED ⓘ

Referenced by (4)

Full triples — surface form annotated when it differs from this entity's canonical label.

Satinder Singh → coAuthor → Richard S. Sutton ⓘ

this entity surface form: Richard L. Sutton

Andrew Barto → coAuthor → Richard S. Sutton ⓘ

Andrew Barto → notableStudent → Richard S. Sutton ⓘ