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researcher

Martin Staniszewski

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

most citedEconomic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations

3 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SY2025★ 3 cited

Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations

Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao

The application of deep reinforcement learning algorithms to economic battery dispatch problems has significantly increased recently. However, optimizing battery dispatch over long…

cs.LG2023★ 1 cited

Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning

Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao

Dispatching strategies for gas turbines (GTs) are changing in modern electricity grids. A growing incorporation of intermittent renewable energy requires GTs to operate more but sh…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.