Over the past 18 months my lab has been developing a new approach to visual world modeling. There will be a magnum opus that ties it all together out in the next couple of weeks. But for now there are some individual application papers that have poked out.
Over the past 18 months my lab has been developing a new approach to visual world modeling. There will be a magnum opus that ties it all together out in the next couple of weeks. But for now there are some individual application papers that have poked out.
Given the confusion around what RL does for reasoning in LLMs, @setlur_amrith & I wrote a new blog post on when RL simply sharpens the base model & when it discovers new reasoning strategies.
Learn how to measure discovery + methods to enable it ⬇️
tinyurl.com/rlshadis
New paper: World models + Program synthesis by @topwasu
1. World modeling on-the-fly by synthesizing programs w/ 4000+ lines of code
2. Learns new environments from minutes of experience
3. Positive score on Montezuma's Revenge
4. Compositional generalization to new environments…
353 Followers 646 FollowingPhD candidate studying AI at @Stanford. Advised by @scott_linderman. Parallelizing nonlinear dynamics, including RNNs and MCMC.
198 Followers 562 FollowingNeuroscience postdoc @Stanford, previously philosophy of neuroscience PhD. Building large-scale brain models using deep learning.
135 Followers 3K Followingالدنيا كلها جهل، الّا مواضع العلم
والعلم كله جهل، الّا ما عُمِل به
والعمَل كله رياء، الّا ما كان مخلصاً
والاخلاص على خطَر، حتى ينظرَ العبد بما يُختم له
915 Followers 914 FollowingNeuroscientist in Shanghai • Principal Investigator at Institute of Neuroscience, Chinese Academy of Sciences • Zebrafish researcher • HHMI Janelia, NJU alum.
146 Followers 612 Followingtranshuman. NB: Use X with great caution. Avoid if possible. As with Reddit etc, it is a harmfully addictive digital drug. Read books, not tweets.
353 Followers 646 FollowingPhD candidate studying AI at @Stanford. Advised by @scott_linderman. Parallelizing nonlinear dynamics, including RNNs and MCMC.
25K Followers 33 FollowingWorld Labs is a spatial intelligence company building Large World Models to perceive, generate, and interact with the 3D world.
801 Followers 220 FollowingPhD candidate at ETH RSL. I’d say I’m a humanoid trainer but it’s kinda weird. But yea I’m a humanoid (and dog?) trainer at @leggedrobotics.
29K Followers 347 FollowingHistory of science, military and U.S. history, physics, nuclear energy, nonproliferation, biotechnology. Books. Scientist in Residence at Oppenheimer Project.
11K Followers 6K FollowingAssociate Director @LeverhulmeCFI, University of Cambridge. Philosopher of AI ethics, cog sci, animal minds, & consciousness. 🌱 🇺🇦🇬🇧🇪🇺🇵🇭🔍
48K Followers 672 FollowingProfessor, Santa Fe Institute. Mostly posting on https://t.co/4NpA2IL5Va (at-melaniemitchell). More thoughts at https://t.co/nC43NHRozX.
2K Followers 1K FollowingI study how the brain controls movement and establishes dexterity. Neuroscientist and Engineer @Stanford in the Neural Prosthetics Systems Lab @[email protected]
9K Followers 197 FollowingAssistant Professor, Department of Psychology, Harvard University. Computation, cognition, development.
Bluesky: https://t.co/cU3TtyokJE
4K Followers 1K Following|| assistant prof @UMontreal || leading the systems neuroscience and AI lab (SNAIL) || @Mila_Quebec || #NeuroAI || vision and learning in brains and machines
2K Followers 151 FollowingDeveloping algorithms for real-time reinforcement learning on robots. Research Scientist at Keen, a startup led by John Carmack.
Prev ~ PhD with Richard Sutton
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