10 citations · 12 across the 3 of their papers we have counts for
3 papers
math.OC2024
Decision-Dependent Uncertainty-Aware Distribution System Planning Under Wildfire Risk
Felipe Piancó, Alexandre Moreira, Bruno Fanzeres +3
The interaction between power systems and wildfires can be dangerous and costly. Damaged structures, load shedding, and high operational costs are potential consequences when the g…
cs.LG2023★ 2 cited
Provably Convergent Policy Optimization via Metric-aware Trust Region Methods
Jun Song, Niao He, Lijun Ding +1
Trust-region methods based on Kullback-Leibler divergence are pervasively used to stabilize policy optimization in reinforcement learning. In this paper, we exploit more flexible m…
math.OC2023★ 10 cited
Decision-Dependent Distributionally Robust Markov Decision Process Method in Dynamic Epidemic Control
Jun Song, William Yang, Chaoyue Zhao
In this paper, we present a Distributionally Robust Markov Decision Process (DRMDP) approach for addressing the dynamic epidemic control problem. The Susceptible-Exposed-Infectious…