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Shengren Hou — most-cited papers & profile · Reinforcement Learning
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Shengren Hou
4
papers ·
10
citations ·
6
h-index
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Most-cited papers
RL-ADN: A High-Performance Deep Reinforcement Learning Environment for Optimal Energy Storage Systems Dispatch in Active Distribution Networks
2024 · 10 citations
Topology-Aware Graph Reinforcement Learning for Energy Storage Systems Optimal Dispatch in Distribution Networks
2026
A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch
2023
Performance Comparison of Deep RL Algorithms for Mixed Traffic Cooperative Lane-Changing
2024
Top co-authors
Peter Palensky
· 3
Edgar Mauricio Salazar Duque
· 2
Pedro P. Vergara
· 2
Shuyi Gao
· 2
and Simeon C. Calvert
· 1
Pedro P. Vergara
· 1
Serge P. Hoogendoorn
· 1
Stavros Orfanoudakis
· 1
Weijie Xia
· 1
Xue Yao
· 1
Topics
Model-Based RL
Value-Based
Policy Gradient
Safe RL
Multi-Agent