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From Relaxed Indexability to Exact Indexability: A $t$-Step Approach for Partially Observable Restless Bandits

arXiv cs.LG · 2026-08-26 Cached

This paper proposes a t-step lookahead threshold policy for Whittle index in partially observable restless bandits, proving geometric convergence to the exact index and enhancing numerical accuracy.

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#whittle-index

Restless bandits with imperfect binary feedback: PCL-indexability analysis and computation

arXiv cs.LG · 2026-06-11 Cached

This paper studies restless bandits with binary latent states and imperfect binary feedback, developing a partial conservation laws (PCL)-based framework for establishing indexability and computing the Whittle index, with applications to opportunistic spectrum access.

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