Jihong Park

Predictive Closed-Loop Remote Control over Wireless Two-Way Split Koopman Autoencoder

2022 · arXiv (Cornell University)

Real-time remote control over wireless is an important-yet-challenging application in 5G and beyond due to its mission-critical nature under limited communication resources. Current solutions hinge on not only utilizing ultra-reliable and low-latency communication (URLLC) links …

Quantum Multi-Agent Meta Reinforcement Learning

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

Although quantum supremacy is yet to come, there has recently been an increasing interest in identifying the potential of quantum machine learning (QML) in the looming era of practical quantum computing. Motivated by this, in …