2 papers
cs.IT2025
Fundamental Limits of Multiple-Access Integrated Sensing and Communication Systems
Yao Liu, Min Li, An Liu +2
A state-dependent discrete memoryless multiple access channel is considered to model an integrated sensing and communication system, where two transmitters wish to convey messages…
cs.LG2024
A Single-Loop Deep Actor-Critic Algorithm for Constrained Reinforcement Learning with Provable Convergence
Kexuan Wang, An Liu, Baishuo Lin
Deep Actor-Critic algorithms, which combine Actor-Critic with deep neural network (DNN), have been among the most prevalent reinforcement learning algorithms for decision-making pr…