most citedDiscussion of ``2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization'' by V. Koltchinskii

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cs.LG2026

Scale-free adaptive planning for deterministic dynamics & discounted rewards

Peter L. Bartlett, Victor Gabillon, Jennifer Healey +1

We address the problem of planning in an environment with deterministic dynamics and stochastic rewards with discounted returns. The optimal value function is not known, nor are th…