"The idea behind reinforcement learning is you don't necessarily know the actions you might take, so you explore the sequence of actions you should take by taking one that you think is a good idea and then observing how the world reacts. Like in a board game where you can react to how your opponent plays."
Jeff DeanTiny Panda Quotes
Quotes by Jeff Dean
Jeff Dean is a pivotal figure in computer science, renowned for his groundbreaking contributions to distributed systems and machine learning. Born on July 1, 1968, he has played an instrumental role at Google, where he co-founded Google Brain and has been a key architect behind technologies like MapReduce and Bigtable. A graduate of the University of Minnesota and MIT, Dean's innovative work not only shaped the infrastructure of modern computing but also laid the groundwork for advancements in artificial intelligence, solidifying his legacy as a leader in tech innovation.
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"AI can help solve some of the most difficult social and environmental challenges in areas like healthcare, disaster prediction, environmental conservation, agriculture, or cultural preservation."
Jeff Dean
"Traditionally computers have not been that good at interacting with people in ways that people feel natural interacting with."
Jeff Dean"Computers don't usually have a sense of if you have a picture of something what is in that image. And if we can do a good job of understanding what is in an image, that can bring along a lot of new things you can do in applications."
Jeff Dean"I think that is one of the main goals of pushing forward in machine learning: having computers provide the wisdom that a human companion would be able to provide in offering advice, looking up more information when necessary and those kinds of things."
Jeff Dean