Min-Max Relation
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Related Articles from SNS
A Min-Max Relation on Dicuts and Dijoins in Weighted Chordal Digraphs
arXiv:2501.10918v2 Announce Type: replace-cross Abstract: In a digraph, a dicut is a cut where all the arcs cross in one direction. A dijoin is a subset of arcs that intersects every dicut. Edmonds and Giles conjectured that in a weighted digraph, the minimum weight of a dicut is equal to the maximum size of a packing of dijoins.
Dopamine Fracking
Dopamine Fracking The act of pumping immense, disproportionate resources — money, crowdsourced math, analytics, optimization, min-maxing, popular opinion aggregation, etc. — into a previously casual or complex, layered activity to forcefully extract and squeeze out the purest, most concentrated dopamine hit, with no regard for anything except dopamine. Origin One late evening while chatting on Discord, I coined the term "dopamine fracking" to describe a phenomenon that has become...
Performance Variation in Deep Reinforcement Learning
Announce Type: new Abstract: Deep reinforcement learning (RL) algorithms often suffer from low run-to-run robustness, manifesting as significant performance variation across independent runs of identically configured agents. Although this issue poses a spectrum of challenges across research and practice, relatively few studies develop methods to evaluate it; RL research instead often reports uncertainty in the estimated mean performance. In this paper, we outline the limitations of...