Damien Ernst
Impact in
- Artificial Intelligence top 0.5%
- Reinforcement Learning in Robotics
- Anomaly Detection Techniques and Applications
- Control and Systems Engineering top 0.5%
- Microgrid Control and Optimization
Papers in
-
- Microgrid Control and Optimization 14
- Advanced Control Systems Optimization 11
- Co-authors
- Louis WehenkelPierre GeurtsLucian BuşoniuBart De SchutterRobert BabuškaMevludin GlavićRaphaël FonteneauM. Pavella
- Journals
- IEEE Transactions on Power Systems (6 papers)Journal of Low Temperature Physics (3 papers)IEEE Access (3 papers)Electric Power Systems Research (3 papers)Physical Review B (3 papers)
- Partner nations
- BelgiumFranceUnited States
In The Last Decade
Damien Ernst
151 papers receiving 9.2k citations
Hit Papers
Peers
Comparison fields: 5 of 223
- Artificial Intelligence 2.5k
- Control and Systems Engineering 1.5k
- Computational Theory and Mathematics 760
- Electrical and Electronic Engineering 2.4k
- Environmental Engineering 520
Countries citing papers authored by Damien Ernst
This map shows the geographic impact of Damien Ernst's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Damien Ernst with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Damien Ernst more than expected).
Fields of papers citing papers by Damien Ernst
This network shows the impact of papers produced by Damien Ernst. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Damien Ernst. The network helps show where Damien Ernst may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Damien Ernst, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 0 | |
| 2 | 2024 | 5 | |
| 3 | 2024 | 1 | |
| 4 | 2023 | 6 | |
| 5 | 2023 | 1 | |
| 6 | 2022 | 2 | |
| 7 | 2021 | 34 | |
| 8 | The Role of Hydrogen in the Dutch Electricity System | 2020 | 1 |
| 9 | Regulatory Challenges for Share&Charge Models | 2018 | 2 |
| 10 | Intra-day Bidding Strategies for Storage Devices Using Deep Reinforcement Learning | 2018 | 9 |
| 11 | Foreseeing New Control Challenges in Electricity Prosumer Communities | 2017 | 11 |
| 12 | Deep Reinforcement Learning Solutions for Energy Microgrids Management | 2016 | 98 |
| 13 | Using approximate dynamic programming for estimating the revenues of a hydrogen-based high-capacity storage device | 2014 | 1 |
| 14 | Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning | 2012 | 14 |
| 15 | Computing bounds for kernel-based policy evaluation in reinforcement learning | 2010 | 2 |
| 16 | Dynamic treatment regimes using reinforcement learning: a cautious generalization approach | 2009 | 1 |
| 17 | Variable selection for dynamic treatment regimes: a reinforcement learning approach | 2008 | 11 |
| 18 | Tree-Based Batch Mode Reinforcement Learning Hit paper breakdown → | 2005 | 478 |
| 19 | 2005 | 28 | |
| 20 | Selecting concise sets of samples for a reinforcement learning agent | 2005 | 9 |
About Damien Ernst
Damien Ernst is a scholar working on Energy Engineering and Power Technology, Control and Systems Engineering, Management Science and Operations Research, Artificial Intelligence and Electrical and Electronic Engineering, having authored 159 papers that have together received 9.6k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (40 papers), Smart Grid Energy Management (32 papers), Optimal Power Flow Distribution (28 papers), Power System Optimization and Stability (26 papers), Microgrid Control and Optimization (14 papers), Advanced Bandit Algorithms Research (13 papers), Electric Power System Optimization (12 papers) and Advanced Control Systems Optimization (11 papers). The work is most often cited by research in Artificial Intelligence (2.5k citations), Control and Systems Engineering (1.5k citations), Computational Theory and Mathematics (760 citations), Electrical and Electronic Engineering (2.4k citations) and Environmental Engineering (520 citations). Damien Ernst has collaborated with scholars based in Belgium, France and United States. Frequent co-authors include Louis Wehenkel, Pierre Geurts, Lucian Buşoniu, Bart De Schutter, Robert Babuška, Mevludin Glavić, Raphaël Fonteneau, M. Pavella, Daniel Ruiz‐Vega and Alireza Bahmanyar. Their work appears in journals such as IEEE Transactions on Power Systems, Journal of Low Temperature Physics, IEEE Access, Electric Power Systems Research and Physical Review B.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.