Predictive Learning [pdf]

#1

Post by aaronyy » Wed, Dec 07, 2016, 6:04 AM UTC

Predictive Learning [pdf]
drive.google.com

Re: Predictive Learning [pdf]

#2

Post by lowglow » Wed, Dec 07, 2016, 6:31 AM UTC

For anyone that doesn't know Yann LeCun, he's the head of AI over at Facebook, but surprisingly he's positively and consistently straightforward concerning the current hype driving AI and its technologies. He deserves respect because of this alone.

Re: Predictive Learning [pdf]

#3

Post by hyperopia » Wed, Dec 07, 2016, 6:59 AM UTC

lowglow wrote: post #2

For anyone that doesn't know Yann LeCun, he's the head of AI over at Facebook, but surprisingly he's positively and consistently straightforward concerning the current hype driving AI and its technologies. He deserves respect because of this alone.

Your Asteria AI project looks pretty sweet.

Re: Predictive Learning [pdf]

#4

Post by hackinthebochs » Wed, Dec 07, 2016, 7:08 AM UTC

lowglow wrote: post #2

For anyone that doesn't know Yann LeCun, he's the head of AI over at Facebook, but surprisingly he's positively and consistently straightforward concerning the current hype driving AI and its technologies. He deserves respect because of this alone.

Not to mention the father of CNNs.

Re: Predictive Learning [pdf]

#5

Post by escap » Wed, Dec 07, 2016, 7:19 AM UTC

hackinthebochs wrote: post #4

lowglow wrote: post #2

For anyone that doesn't know Yann LeCun, he's the head of AI over at Facebook, but surprisingly he's positively and consistently straightforward concerning the current hype driving AI and its technologies. He deserves respect because of this alone.

Not to mention the father of CNNs.

it's a bit more complicated: https://en.wikipedia.org/wiki/Convolutional_neural_network#H...

https://www.quora.com/Who-invented-convolution-neural-networ...

Re: Predictive Learning [pdf]

#6

Post by earthly10x » Wed, Dec 07, 2016, 8:10 AM UTC

Memory Modules in vector space reminds me of some earlier work described as Associative Memory Modules (AMMs) http://sumve.com/biomimetic-cognition/biomimetic-api.html

Re: Predictive Learning [pdf]

#7

Post by ehudla » Wed, Dec 07, 2016, 8:16 AM UTC

Interesting how what "common sense" is evolved since the days of symbolic AI (cf. Cyc). The history presented begins rather late; show some love to the founders of the field...

Re: Predictive Learning [pdf]

#8

Post by vowelless » Wed, Dec 07, 2016, 8:21 AM UTC

Will the other slides be posted? And how about videos?

Re: Predictive Learning [pdf]

#9

Post by chessweb01 » Wed, Dec 07, 2016, 8:32 AM UTC

If page 33 depicts the working of the brain on a very high level, the world model (or simulator) residing inside the agent must contain a model/simulator of the agent itself.

Could this give rise to self perception or consiousness?

Re: Predictive Learning [pdf]

#10

Post by azinman2 » Wed, Dec 07, 2016, 8:43 AM UTC

chessweb01 wrote: post #9

If page 33 depicts the working of the brain on a very high level, the world model (or simulator) residing inside the agent must contain a model/simulator of the agent itself. Could this give rise to self perception or consiousness?

I wouldn't assume it must, although it would be neat if it did. There are many ways to get agents to react to situations without self-awareness. In fact, the agents themselves can be decomposed into many otherwise incompatible sub-agents. See Minsky's Society of Mind.