cs.AI, cs.CC, cs.CL, cs.LG

Demystifying the unreasonable effectiveness of online alignment methods

arXiv:2604.17207v1 Announce Type: new
Abstract: Iterative alignment methods based on purely greedy updates are remarkably effective in practice, yet existing theoretical guarantees of \(O(\log T)\) KL-regularized regret can seem pessimistic relative t…