Saket

Professor Montanari, I attended your talk at Brown University and was wondering if you are interested in dynamical regimes for large two-layer neural networks in Reinforcement Learning? There is a serious theory practice gap in Deep RL.

Pretty cool results from Boston Dynamics using motion capture suit and trained using RL. The question is how well do the motions generalize to unseen behavior?

Pretty cool results from Boston Dynamics using motion capture suit and trained using RL. The question is how well do the motions generalize to unseen behavior?

instructions:

Hanumankind - Run It Up ( Prod. By Kalmi ) | (Official Music Video) YouTube video by HanumankindVEVO

hanumakinds latest banger is probably the best thing to start your week with

www.youtube.com/watch?v=MbJ7...

Andrew Barto and Richard Sutton are the recipients of the 2024 ACM A.M. Turing Award for developing the conceptual and algorithmic foundations of reinforcement learning. Andrew Barto and Richard Sutton as the recipients of the 2024 ACM A.M. Turing Award for developing the conceptual and algorithmic foundations of reinforcement learning. In a series of papers beginning...

Barto and Sutton receive the Turing award!

Amazing recognition for two kind, pioneering, and genuinely inspiring scientists. Congratulations!!

awards.acm.org/about/2024-t...

Latest Turing Award winners again warn of AI dangers A pattern is emerging here.

Latest Turing Award winners again warn of AI dangers

Seeing Andrew Barto at RLC last year was one of my favorite moments. Overjoyed to see him get the turing award (long overdue).

Reading this incredible paper today: The O.D.E. Method for Convergence of Stochastic Approximation and Reinforcement Learning. What a beautiful approach to proving convrgence of Q-learning.

Social reforms behind TN’s growth: Expert | Chennai News - The Times of India Chennai: Increased fiscal allocation to poorer states such as Uttar Pradesh and Bihar alone is not sufficient to arrest inequality among states, said .

In terms of absolute money, the poorer states are receiving ..

Read more at:
timesofindia.indiatimes.com/articleshow/...

What Lies Between a Function and Its Derivative? | Fractional Calculus YouTube video by Morphocular

ever wondered about fractional derivatives?

www.youtube.com/watch?v=2dwQ...

whats a "bella" ?

More Than One AI Revolution? Yann LeCun On Tech Trajectories Some thoughts from experts in the field show how AI will likely unfold in the next few years.

Interesting new take on intelligence: "Your cat is smarter than you are on certain things, and you're smarter than it on certain things". Intelligence is not a one-dimensional linear scale! www.forbes.com/sites/johnwe...

does anyone have good resources on the Hida
Malliavin derivative?

NASA says 'City killer' asteroid now has 3.1% chance of hitting Earth NASA data released Tuesday said there is now a 3.1 percent chance a "city-destroying" asteroid could smash into Earth in 2023. The asteroid named 2024 YR4 is being carefully monitored by the internati...

finally some good news www.france24.com/en/live-news...

LIVE: Who gains, who loses in Modi 3.0's first big budget YouTube video by The Federal

pretty cool expert discussion on this year's budget www.youtube.com/live/CN-Qzke...

A man wearing surgical gloves gesturing with his hands with a screen in the background showing a skull with injuries on it

unpopular opinion: salunke was the real workhorse of CID, he carried daya and ACP

might just be teething issues that they eventually end up solving, text summarization is more or less "solved" ig

it is kind of remarkable how you can write down crazy jolty processes as an equation like this double well stochastic process

any CS departments doing personality hires next job season?

live picture of me looking going through my ICLR reviews

Why Warmup the Learning Rate? Underlying Mechanisms and Improvements It is common in deep learning to warm up the learning rate $η$, often by a linear schedule between $η_{\text{init}} = 0$ and a predetermined target $η_{\text{trgt}}$. In this paper, we show through sy...

ever wondered why warmup the learning rate for deep learning? here's a cool paper by physicists arxiv.org/abs/2406.09405

so cute!!!

moo deng grad student

Andy Barto at #RLC

Magnolias, moon and mausoleum #DALLE

A cartoon sketch of a frog with its tongue sticking out

froggy

More Gentrification!! More destruction!!

All powerful Gentrifies!!

Destructive, unstoppable!