Tea Time Talks 2024: Aidan Bush, Multi-agent Deflection Routing with Bandits
Tea Time Talks are back for another year. This summer lecture series, presented by Amii and the RLAI Lab at the University of Alberta, give researchers the chance to discuss early-stage ideas and prospective research. Join us for another series of informal 20-minute talks where AI leaders discuss the future of machine learning research.
Abstract:
I use multi-agent bandits to address the problem of routing in communication networks.
Communication network routing is crucial for enhancing packet delivery reliability and capacity, which is relied on by many applications. These networks consist of interconnected nodes facilitating packet transmission from source to destination. While traditional routing restricts packets to the shortest paths, deflection routing permits other paths, enabling backtracking to ensure packet delivery.
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