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Pedro P. Vergara — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Pedro P. Vergara
6
papers ·
38
citations ·
21
h-index
Centre for Sustainable Energy · Sustainable Energy Systems (United Kingdom) · Delft University of Technology
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Most-cited papers
Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling
2022 · 25 citations
RL-ADN: A High-Performance Deep Reinforcement Learning Environment for Optimal Energy Storage Systems Dispatch in Active Distribution Networks
2024 · 10 citations
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments
2025 · 2 citations
Learning to Route Electric Trucks Under Operational Uncertainty
2026
A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch
2023
Top co-authors
Peter Palensky
· 4
Edgar Mauricio Salazar Duque
· 2
Shengren Hou
· 2
Stavros Orfanoudakis
· 2
Chuchu Fan
· 1
Edgar Mauricio Salazar
· 1
Elenna Dugundji
· 1
Hou Shengren
· 1
Nanda Kishor Panda
· 1
Nikolay Aristov
· 1
Ruixiao Yang
· 1
Shuyi Gao
· 1
Topics
Model-Based RL
Value-Based
Policy Gradient
Exploration
Offline RL
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