25 citations · 26 across the 4 of their papers we have counts for
4 papers
Toward a Trustworthy Optimization Modeling Agent via Verifiable Synthetic Data Generation
Vinicius Lima, Dzung T. Phan, Jayant Kalagnanam +2
We present a framework for training trustworthy large language model (LLM) agents for optimization modeling via a verifiable synthetic data generation pipeline. Focusing on linear…
Large-Scale Graph Reinforcement Learning in Wireless Control Systems
Vinicius Lima, Mark Eisen, Konstantinos Gatsis +1
Modern control systems routinely employ wireless networks to exchange information between spatially distributed plants, actuators and sensors. With wireless networks defined by ran…
Model-Free Design of Control Systems over Wireless Fading Channels
Vinicius Lima, Mark Eisen, Konstantinos Gatsis +1
Wireless control systems replace traditional wired communication with wireless networks to exchange information between actuators, plants and sensors in a control system. The noise…
Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient
Vinicius Lima Silva, Mark Eisen, Konstantinos Gatsis +1
In wireless control systems, remote control of plants is achieved through closing of the control loop over a wireless channel. As wireless communication is noisy and subject to pac…