Author

I. Levin

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Efficient Hypergradient Descent for Inverse Reinforcement Learning

This work shows that, at the inner optimum, the Hessian of the inner objective is proportional to the Fisher information matrix of the policy, yielding a structured Fisher-based hypergradient closely related to Natural Hypergradient Descent.

Nikita Sevriukov, A. Barabanova, Uliana Gagarina et al. · 0 citations