Teal: Learning-Accelerated Optimization of WAN Traffic EngineeringConference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM), 2022 |
DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep
Reinforcement Learning in SDNPhysical Communication (Phys. Commun.), 2022 |
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement
Learning via Frank-Wolfe Policy OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2021 |
Deep Reinforcement Learning meets Graph Neural Networks: exploring a
routing optimization use caseComputer Communications (Comput. Commun.), 2019 |