12 citations · 12 across the 4 of their papers we have counts for
4 papers
Anomaly Detection with Ensemble of Encoder and Decoder
Xijuan Sun, Di Wu, Arnaud Zinflou +1
Hacking and false data injection from adversaries can threaten power grids' everyday operations and cause significant economic loss. Anomaly detection in power grids aims to detect…
Adaptive Aggregation for Safety-Critical Control
Huiliang Zhang, Di Wu, Benoit Boulet
Safety has been recognized as the central obstacle to preventing the use of reinforcement learning (RL) for real-world applications. Different methods have been developed to deal w…
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control
Xingshuai Huang, Di Wu, Michael Jenkin +1
Traffic signal control is of critical importance for the effective use of transportation infrastructures. The rapid increase of vehicle traffic and changes in traffic patterns make…
Learning-based synthesis of robust linear time-invariant controllers
Marc-Antoine Beaudoin, Benoit Boulet
Recent advances in learning for control allow to synthesize vehicle controllers from learned system dynamics and maintain robust stability guarantees. However, no approach is well-…