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Peter Palensky — most-cited papers & profile · Reinforcement Learning
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Peter Palensky
10
papers ·
53
citations ·
42
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
Topology-Aware Graph Reinforcement Learning for Energy Storage Systems Optimal Dispatch in Distribution Networks
2026
Quantum-Enhanced Reinforcement Learning for Accelerating Newton-Raphson Convergence with Ising Machines: A Case Study for Power Flow Analysis
2025
A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch
2023
Top co-authors
Pedro P. Vergara
· 4
Shengren Hou
· 3
Edgar Mauricio Salazar Duque
· 2
Shuyi Gao
· 2
Stavros Orfanoudakis
· 2
and Pedro P. Vergara
· 1
Edgar Mauricio Salazar
· 1
Hou Shengren
· 1
Jerry J. Guo
· 1
Lindsay Spoor
· 1
Matthias Moller
· 1
Nanda Kishor Panda
· 1
Topics
Model-Based RL
Value-Based
Policy Gradient
Exploration
Offline RL
Safe RL