Abstract: Game-theoretic resource allocation on graphs (GRAG) involves two players competing over multiple steps to control nodes of interest on a graph, a problem modeled as a multi-step Colonel ...
0267_RL_for_resource_allocation/ ├── src/ # Source code │ ├── agents/ # RL agents implementation │ │ ├── __init__.py │ │ └── agents ...
The original version of this story appeared in Quanta Magazine. If you want to solve a tricky problem, it often helps to get organized. You might, for example, break the problem into pieces and tackle ...
Ideas ignite startups, but it’s disciplined allocation that determines if they survive the journey. We celebrate product-market fit, hustle and 10-times growth mantras, but often overlook what truly ...
The original version of this story appeared in Quanta Magazine. One July afternoon in 2024, Ryan Williams set out to prove himself wrong. Two months had passed since he’d hit upon a startling ...
ABSTRACT: As cloud computing continues to grow, efficient resource management remains a critical aspect of maintaining high-performance and cost-effective cloud infrastructures. CPU resource ...
Abstract: The interference graph, depicting the intra- and inter-cell interference channel gains, is indispensable for resource allocation in multi-cell networks. However, there lacks viable methods ...
On a Tuesday night at Shift Community Cycles in Eugene, people are huddled in groups of two or three in the back. The crowd is a mix of people who want to modify their own wheelchairs and people who ...
1 School of Artificial Intelligence and Information Technology, Nanjing University of Chinese Medicine, Nanjing, Jiangsu Province, China 2 Department of Development Planning (Office of Discipline ...
area-dashboard help wantedIssue that is a good candidate for community contribution.Issue that is a good candidate for community contribution. The resource graph is made using a d3 force directed ...
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