On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics
On-Policy Is Not a Panacea: The Real Protagonists of Rollout Policy, KL Direction, and Learning Rate in Distillation Dynamics TL;DR — When we separate on-policy (OnPD)…
On-Policy Is Not a Panacea: The Real Protagonists of Rollout Policy, KL Direction, and Learning Rate in Distillation Dynamics TL;DR — When we separate on-policy (OnPD)…
Miles v0.1: A "verified, clean, and scalable" full-stack system for frontier RL post-training TL;DR: Miles is a full-stack RL post-training framework that resolves the…