ICML2026 Poster Day 3

ICML2026 Zhang: generalist value model

Use embedding similarity model with respect to previous group performance as the value model, such the value model can take previous performance as well as rollout as input, such hard to predict values more generally

ICML2026 Jayalath: compute as teacher

Consensus voting among multiple rollout used as supervisory target for reward and gold derivation

ICML2026 Mirvakabova: dirchlet prior sampling

For expert upcycling, initialize router based on weighted dirchlet priors instead of uniform