A Quote by Jeff Dean

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 Dean

Quote Topics

Learning Actions Behind Board Explore Game Good Good Idea How Idea Know Like Might Necessarily Observing Opponent Plays React Reinforcement Sequence Should Take Taking Then Think World Your

Quote Author

Jeff Dean
American - Musician

There is an old tool that has become very handy that is called strategic patience, which is do not overreact in the short-term. Take your time. See what is the underlying, real message. And then, once the reality is represented by actions, then decide how you are going to react to those actions.

Ildefonso Guajardo Villarreal

Reinforcement learning is the idea of being able to assign credit or blame to all the actions you took along the way while you were getting that reward signal.

Jeff Dean

We're living history all the time, in the papers, in the news, you think about stuff and it goes into your brain and you think about it and it comes out somehow. You have an idea; you've heard a phrase, or you're angry, or something disturbs you, or something seems paradoxical to you, you explore that idea, much like a writer would explore maybe an idea through metaphor. Maybe artists use their vehicle to explore ideas, so I think the things that interest me are the kind of idea of continuous change and how nothing stays the same and it's always disintegrating into something more.

Michael C. McMillen

The film room teaches you how to do the job, how to study the game, how to teach the game from film. How to create an advantage for your team by knowing your opponent, and all their plays and tendencies. And there's no better guy in the world that I've been around than Jim O'Brien at breaking down film.

Frank Vogel

I can start with the idea of taking until you can take off, through the idea that all of my writing foregrounds the idea of how I'm taking from my own life. I'm stealing from my own life in a way, and from the people around me, but in service of getting somewhere else. I'm starting with an autobiographical impulse, to get a better vantage on the circumstances of the life that I happen to be in at the moment and how that life connects to others.

Douglas A. Martin

Learning would be exceedingly laborious, not to mention hazardous, if people had to rely solely on the effects of their own actions to inform them what to do. Fortunately, most human behavior is learned observationally through modeling: from observing others one forms an idea of how new behaviors are performed, and on later occasions this coded information serves as a guide for action.

Albert Bandura

But people don't know if I can teach the game. I know I can. My experience in Oklahoma was positive. It opened my eyes to how the game is played - the interaction among players, fans and media, how all that works. You have to know about the business of the game and how the actions of players and coaches affect the business. I think I have it down now.

Kareem Abdul-Jabbar

Everybody wants the world to be a better place, and some think that government actions can bring that about. But they don't take into consideration that government actions can often do more harm than good.

Eugene Fama

I generally go into a movie with a very strong vision, with how I want to make the film, how I want to shoot the film, how I want to edit the movie, what I want the sound to sound like. So I have a very concrete idea even if I don't storyboard it, I know exactly what I want to do once I get into the sequence. Now having said that, I try not to let that slave me to the process. So if I do storyboard a sequence I don't necessarily stick to it if I discover more exciting things on set.

James Wan

Cruyff's idea was, quite literally, to play football - nothing more, nothing less. His idea of how football should be played was based not on controlling the opponent, but on the ball and the game.

Philipp Lahm

'Paycheck,' I thought, was a really, really good idea. I never got an opportunity, unfortunately, to read the novel, but I loved the idea of how to deal with intellectual properties. I just don't know that we necessarily got to the heart of that particular idea. I think it became more of a chase movie than anything else.

Joe Morton

I think one must take responsibility for one's actions and one's decisions. But one should never take -- one should never assume that everything that happens for the good is achieved by one's self alone.

Aung San Suu Kyi

One idea can be transformative. One idea can change your career, your life, your community, your family, and even the world. I truly believe that each of us have at least one special game-changing idea inside us right now. The trick is, how do we get it out?

Josh Linkner

I think that some of it is electoral - helping candidates that are willing to take dramatic actions, not just to say a few words about how climate change might be a problem.