32 citations · 43 across the 29 of their papers we have counts for
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cs.LG2023
Online Learning for Incentive-Based Demand Response
Deepan Muthirayan, Pramod P. Khargonekar
In this paper, we consider the problem of learning online to manage Demand Response (DR) resources. A typical DR mechanism requires the DR manager to assign a baseline to the parti…
eess.SY2023
Scalable Grid-Aware Dynamic Matching using Deep Reinforcement Learning
Majid Majidi, Deepan Muthirayan, Masood Parvania +1
This paper proposes a two-level hierarchical matching framework for Integrated Hybrid Resources (IHRs) with grid constraints. An IHR is a collection of Renewable Energy Sources (RE…