136 citations · 246 across the 25 of their papers we have counts for
3 papers · 2 filters
Resilient Energy Allocation Model for Supply Shortage Outages
Miguel Alberto Mercado, Roy Dong, Allan Nerves
Supply Shortage Outages are a major concern during peak demand for developing countries. In the Philippines, commercial loads have unused backup generation of up to 3000 MW, at the…
A Multi-Armed Bandit Approach for Online Expert Selection in Markov Decision Processes
Eric Mazumdar, Roy Dong, Vicenç Rúbies Royo +2
We formulate a multi-armed bandit (MAB) approach to choosing expert policies online in Markov decision processes (MDPs). Given a set of expert policies trained on a state and actio…
Optimal Causal Imputation for Control
Roy Dong, Eric Mazumdar, S. Shankar Sastry
The widespread applicability of analytics in cyber-physical systems has motivated research into causal inference methods. Predictive estimators are not sufficient when analytics ar…