🎥 Pre-training VLAs on human videos is tempting — Latent Action Models quickly become an essential part of leading VLAs, like GR00T (@DrJimFan) — but can they effectively handle messy real‐world videos?
In our #ICML paper we give an answer: not yet, at least without some help!
🔥 Φ-Module 🔥
We present Φ-Module - an easy way to compute partial charges and electrostatic energy in a self-supervised way for any neural network interatomic potential. Learn more below!
🔥 Zero-shot generalization is the dream: adapt instantly, no fine-tuning. It's why LLMs blew up—but it's not just a language modeling thing. It’s happening in RL too.
🚨 @maxsbob21's new paper dives deep into zero-shot RL under shifting dynamics—and why current methods break.
Can In-Context RL scale across multiple domains? Our preliminary results suggest it can.
Vintix: Action Model via In-Context Reinforcement Learning -- github.com/dunnolab/vintix
2K Followers 2K FollowingPhD candidate @Mila_Quebec @rllabmcgill studying deep reinforcement learning and the brain. Board of Directors @WiMLworkshop. Previously @ThinkSurgical
10K Followers 11K FollowingI am SEO Expert. I am always ready to learn new things. I want to become a success Digital Marketing Expert.
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165 Followers 477 FollowingPulling out all the FLOPS at @FLAIR_Ox 🚀 DPhil in Machine Learning @UniofOxford | ex-RS Intern @Spotify | ex-RS @convergence_ai_ (acq. @Salesforce)
2K Followers 2K FollowingPhD candidate @Mila_Quebec @rllabmcgill studying deep reinforcement learning and the brain. Board of Directors @WiMLworkshop. Previously @ThinkSurgical
5K Followers 205 FollowingWhiteson Research Lab @CompSciOxford. Reinforcement learning and deep learning with a focus on multi-agent learning and meta-learning
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Working on RL, multi-agent, imitation learning, and other sequential decision-making stuff
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396 Followers 1K FollowingWandering in chemical, genomic, and (occasionally) compositional spaces. PhD in #medchem. PostDoc in #chemoinformatics. Opinions are my own
34K Followers 189 FollowingRust live-coder and OSS tinkerer who loves teaching. I try to keep a high SNR. Wrote Rust for Rustaceans. At @HelsingAI. Ex AWS. Co-founded @readysetio. he/him
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