Research Overview

The two views are complementary rather than one-to-one. A project may involve one or more physical Control Problem domains and draw on one or more Research Themes.

View Organizing question Overview and child pages
Mobility Control Problem Domains Where and what is controlled? Overview: Control Problems: Future Mobility Control Landscape
Domain pages:
01 · Mobility-System-Level Optimal Control
02 · Vehicle-Level Optimal Control
03 · Component-Level Optimal Control
Learning-Based Control Research Themes Which bottleneck and learned object are addressed, and how are they used online? Overview: Research Themes: Online Learning-Based Optimal Control
Theme pages:
01 · Real-World RL
02 · Online Multistep Lookahead
03 · Semantic Critic Learning
04 · Nonstationary Infinite-Horizon OCP
05 · Continual Model Learning
06 · Constrained PINN
07 · Neuro-Adaptive Control
08 · Structured Critic Adaptation