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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,786 papers · 148 categories

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1 result for “Multivariate-MAB”
Efficient Multivariate Bandit Algorithm with Path Planningcs.LG

Solves Multivariate-MAB problem with path planning and Thompson sampling.

problem Exponential exploding issue in multivariate Multi-Armed Bandit (Multivariate-MAB) problem.
method Path planning framework using decision graphs and Thompson sampling for heuristic arm selection.
result Achieves faster convergence speed, better efficient arm allocation, and lower cumulative regret.
Multivariate-MABPath PlanningThompson SamplingExponential ExplodingCumulative Regret
2019-09-06abs ↗pdf ↗