Then, such solution induces an ergodic (irreducible and aperiodic) chain by Assumption 3.1 and Assumption 5.1

We also note that the optimal solution ω⋆ satisfies ω⋆(s, a) > 0 for all (s, a)

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cs.LG · 2025-02-04 · conditional · novelty 6.0

Adaptive exploration for multi-reward multi-policy evaluation, with an instance-dependent lower bound and a convex relaxation algorithm.

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Adaptive Exploration for Multi-Reward Multi-Policy Evaluation cs.LG · 2025-02-04 · conditional · none · ref 8
Adaptive exploration for multi-reward multi-policy evaluation, with an instance-dependent lower bound and a convex relaxation algorithm.