Research
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arXiv research

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.

168,657 papers · 148 categories

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0.3%0.5%0.8%0.1% · Feb 202219922001200920172026
2 results for “multi-decision”
A Complete Criterion for Value of Information in Soluble Influence Diagramscs.AI

Complete criterion for VoI in multi-decision influence diagrams established.

problem Analyzing safety and fairness properties of AI systems using influence diagrams.
method Introduced ID homomorphisms and Tree of Systems to prove properties of multi-decision influence diagrams.
result First complete graphical criterion for VoI in influence diagrams with multiple decisions.
value of informationinfluence diagramsAI systemsmulti-decisionhomomorphisms
2022-02-23abs ↗pdf ↗
RLCache: Automated Cache Management Using Reinforcement Learningcs.LG

This study investigates the use of reinforcement learning to guide a general purpose cache manager decisions. Cache managers directly impact the overall performance of computer systems. They govern decisions about which objects should be cached, the duration they should be cached for, and decides on which objects to ev…

2019-09-30abs ↗pdf ↗