Author

Guni Sharon

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Preprint Jul 2026

Stochastic Reset Pathfinding: Path-Level Regret for Cascading Bandits over Graph Paths

A path-level regret bound for PathUCB that decomposes regret over suboptimal paths via a per-path complexity C(pi) combining each edge's prefix and suffix reliability, complementary to the edge-level CCB bound and more informative on structured graphs with polynomially many source-to-goal paths.

Guni Sharon, Wei Zhang · 0 citations