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Showing papers from Meta Superintelligence Labs, McGill/Mila Show all papers

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Diffusion Tree Search for Inference Time Adaptation of Material Foundation Models

Daniel Levy, Vineet Jain, Tara Akhound-Sadegh, Oumar Kaba and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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From Static Policies to Adaptive Priors in Offline Reinforcement Learning

Offline RL should prioritize adaptive policy priors preserving improvement capacity during online updates rather than static conservative deployment.

Tianwei Ni, Vineet Jain, Akash Karthikeyan, Pierre-Luc Bacon

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 0/5