3 citations · 4 across the 5 of their papers we have counts for
5 papers
Reinforcement Learning for Public Safety Power Shutoffs Under Decision-Dependent Uncertainty and Nonlinear Wildfire Ignition Models
Prasanna Raut, Chaoyue Zhao, Alexandre Moreira
Power grid infrastructure is an increasingly significant source of wildfire ignitions and poses severe risks to communities in fire-prone regions. Public Safety Power Shutoffs (PSP…
A Markov Decision Process Framework for Enhancing Power System Resilience during Wildfires under Decision-Dependent Uncertainty
Xinyi Zhao, Prasanna Raut, Chaoyue Zhao +1
Wildfires pose an increasing threat to the safety and reliability of power systems, particularly in distribution networks located in fire-prone regions. To mitigate ignition risk f…
Joint Routing, Resource Allocation, and Energy Optimization for Integrated Access and Backhaul with Open RAN
Reshma Prasad, Maxime Elkael, Gabriele Gemmi +6
As networks evolve towards 6G, Mobile Network Operators (MNOs) must accommodate diverse requirements and at the same time manage rising energy consumption. Integrated Access and Ba…
Improved Regret Bounds for Online Submodular Maximization
Omid Sadeghi, Prasanna Raut, Maryam Fazel
In this paper, we consider an online optimization problem over rounds where at each step , the algorithm chooses an action from the fixed convex and compact doma…
Online DR-Submodular Maximization with Stochastic Cumulative Constraints
Prasanna Sanjay Raut, Omid Sadeghi, Maryam Fazel
In this paper, we consider online continuous DR-submodular maximization with linear stochastic long-term constraints. Compared to the prior work on online submodular maximization,…