Sumeet Batra (@sumeetbt) 's Twitter Profile
Sumeet Batra

@sumeetbt

PhD Candidate at USC . Interested in biologically inspired ML for embodied agents. Prev. research intern at NVIDIA.

ID: 3257202738

linkhttps://sumeetbatra.github.io calendar_today27-06-2015 02:31:27

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Aran Nayebi (@aran_nayebi) 's Twitter Profile Photo

After all, we can collect tons & tons of video data simply by putting cars outside. Tesla has about a century's worth of video data (not an exaggeration!). Data collection isn't the fundamental bottleneck here...

Artem Kirsanov (@artemkrsv) 's Twitter Profile Photo

Why is backpropagation biologically implausible? And what might the brain do instead? 🧠 In the newest video we explore Predictive Coding – a biologically-inspired learning algorithm and derive it from scratch This was one of my favorite videos to make so far :)

Anil Seth (@anilkseth) 's Twitter Profile Photo

1/3 Geoffrey Hinton once said that the future depends on some graduate student being suspicious of everything he says (via Lex Fridman). He also said was that it was impossible to find biologically plausible approaches to backprop that scale well: radical.vc/geoffrey-hinto….

1/3 <a href="/geoffreyhinton/">Geoffrey Hinton</a> once said that the future depends on some graduate student being suspicious of everything he says (via <a href="/lexfridman/">Lex Fridman</a>). He also said was that it was impossible to find biologically plausible approaches to backprop that scale well: radical.vc/geoffrey-hinto….
Sumeet Batra (@sumeetbt) 's Twitter Profile Photo

Really excited to share that ALDA (zero-shot generalization for vision-based RL) has been accepted to ICML'25!! 🥳 The code is also (finally) available here: github.com/SumeetBatra/AL… Original post: x.com/SumeetBt/statu… See you all in Vancouver :)

Sumedh Sontakke (@sota_kke) 's Twitter Profile Photo

🚨 RSS Demo Paper Alert! Amazon needs to manipulate millions of items daily—demanding robust policies that handle (1) diverse objects in cluttered warehouses, (2) adapt across robotic embodiments, and (3) deliver high performance across thousands of sites with varying layouts.

Sumeet Batra (@sumeetbt) 's Twitter Profile Photo

I'll be presenting ALDA at ICML (ICML Conference) in Vancouver! Come check out our poster on July 16th at 4:30pm PDT if you want to learn more about getting RL agents to zero-shot generalize to new scenes 🙂

I'll be presenting ALDA at ICML (<a href="/icmlconf/">ICML Conference</a>)  in Vancouver! Come check out our poster on July 16th at 4:30pm PDT if you want to learn more about getting RL agents to zero-shot generalize to new scenes 🙂