Abstract: While achieving tremendous success in various fields, existing multi-agent reinforcement learning (MARL) with a black-box neural network makes decisions in an opaque manner that hinders ...

Abstract: In-network computing has emerged as a promising approach to offload ML-related functionality from servers to network devices, leveraging the advanced capabilities of programmable network ...

Junior faculty are often told to protect their time, but nobody provides instructions for how to do so. As an assistant professor at a public university, I have struggled to balance my course load, my ...