Dijkstra’s algorithm won’t be replaced in production routers any time soon

Dijkstra is a legend in computer science and his algorithm, which he published in 1959, predates packet switching by a few ...
GitHub

Urban Routing Benchmark: Benchmarking MARL algorithms on the fleet routing tasks

first learning of human drivers, which then 'mutate` to CAVs, are trained to optimize routing policies with the implemented algorithm. When the training is finished, it uses raw results to compute a ...
IEEE

Chimera: Pioneering Generalized and Adaptable Intelligent Routing in MANETs

Abstract: Recent routing algorithms show the potential of deep reinforcement learning (DRL) for optimal routing in mobile ad-hoc networks (MANETs). However, existing DRL-based methods still have ...
IEEE

Fully-Distributed Dynamic Packet Routing for LEO Satellite Networks: A GNN-Enhanced Multi-Agent Reinforcement Learning Approach

Abstract: An efficient routing strategy in Low Earth Orbit (LEO) satellite networks is critical for air-space-ground integrated communication towards 6G. However, the existing terrestrial routing ...