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Notes on dynamic programming
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Robust Risk Under Evolving Uncertainty: A Wasserstein Counterpart of the Entropic Value-at-Risk
The authors propose a new risk measure called the Wasserstein entropic value-at-risk (WEVAR). This measure is designed to address the limitations of the traditional entropic value-at-risk, particularly in terms of…
Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control
The research focuses on optimizing the use of GPUs in LLM-agent services by identifying a boundary for concurrent work (ready cohort) and investigating the impact of keeping GPU-computed decisions on device instead of…
Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control
The paper discusses a method for determining when it's beneficial to execute small deterministic transitions between model and tool calls on GPUs, and presents a dynamic program that computes the optimal amount of work…
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