Damien Ernst
Impact in
- Artificial Intelligence top 0.5%
- Reinforcement Learning in Robotics
- Control and Systems Engineering top 0.5%
- Microgrid Control and Optimization
Papers in
-
- Smart Grid Energy Management 32
- Power System Optimization and Stability 31
- Optimal Power Flow Distribution 31
- Electric Power System Optimization 12
-
- Reinforcement Learning in Robotics 40
- Co-authors
- Louis Wehenkel (33 shared papers)Pierre Geurts (8 shared papers)M. Pavella (10 shared papers)Bart De Schutter (10 shared papers)Lucian Buşoniu (10 shared papers)Robert Babuška (9 shared papers)Daniel Ruiz‐Vega (7 shared papers)Mevludin Glavić (15 shared papers)
- Journals
- IEEE Transactions on Power Systems (7 papers)Automatica (4 papers)IEEE Access (3 papers)Physical Review B (3 papers)Journal of Low Temperature Physics (3 papers)
- Partner nations
- BelgiumFranceUnited States
In The Last Decade
Damien Ernst
161 papers receiving 10.1k citations
Damien Ernst's Hit Papers
Peers
Comparison fields: 5 of 219
- Artificial Intelligence 2.5k
- Control and Systems Engineering 1.8k
- Electrical and Electronic Engineering 2.9k
- Computational Theory and Mathematics 757
- Safety, Risk, Reliability and Quality 354
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-authors
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
Showing the 20 most-cited of 168 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Extremely randomized trees Hit paper breakdown → | 2006 | 5787 |
| 2 | Reinforcement Learning and Dynamic Programming Using Function Approximators Hit paper breakdown → | 2010 | 633 |
| 3 | Tree-Based Batch Mode Reinforcement Learning Hit paper breakdown → | 2005 | 485 |
| 4 | 2000 | 323 | |
| 5 | 2000 | 266 | |
| 6 | 2013 | 175 | |
| 7 | 2020 | 173 | |
| 8 | 2004 | 151 | |
| 9 | 2017 | 149 | |
| 10 | 2015 | 146 | |
| 11 | 2007 | 136 | |
| 12 | Deep Reinforcement Learning Solutions for Energy Microgrids Management | 2016 | 98 |
| 13 | 2002 | 90 | |
| 14 | 2012 | 80 | |
| 15 | 2003 | 67 | |
| 16 | 2010 | 58 | |
| 17 | 2007 | 58 | |
| 18 | 2011 | 50 | |
| 19 | The way to win in cross-border alliances. | 1992 | 49 |
| 20 | 2010 | 48 |
About Damien Ernst
Damien Ernst is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence, Control and Systems Engineering, Management Science and Operations Research and Computational Theory and Mathematics, having authored 168 papers that have together received 10.5k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (40 papers), Smart Grid Energy Management (32 papers), Power System Optimization and Stability (31 papers), Optimal Power Flow Distribution (31 papers), Microgrid Control and Optimization (16 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 (1.8k citations), Electrical and Electronic Engineering (2.9k citations), Computational Theory and Mathematics (757 citations) and Safety, Risk, Reliability and Quality (354 citations). Damien Ernst has collaborated with scholars based in Belgium, France and United States. Frequent co-authors include Louis Wehenkel, Pierre Geurts, M. Pavella, Bart De Schutter, Lucian Buşoniu, Robert Babuška, Daniel Ruiz‐Vega, Mevludin Glavić, Raphaël Fonteneau and Alireza Bahmanyar. Their work appears in journals such as IEEE Transactions on Power Systems, Automatica, IEEE Access, Physical Review B and Journal of Low Temperature Physics.
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.