Roxana Rădulescu
Impact in
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- Advanced Multi-Objective Optimization Algorithms
- Artificial Intelligence top 10%
- Reinforcement Learning in Robotics
- Evolutionary Algorithms and Applications
Papers in
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- Reinforcement Learning in Robotics 7
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- Game Theory and Applications 5
- Auction Theory and Applications 5
- Co-authors
- Ann Nowé (19 shared papers)Diederik M. Roijers (10 shared papers)Patrick Mannion (7 shared papers)Gabriel de Oliveira Ramos (6 shared papers)Conor F. Hayes (3 shared papers)Richard Dazeley (2 shared papers)Johan Källström (2 shared papers)Mathieu Reymond (3 shared papers)
- Journals
- Neural Computing and Applications (2 papers)Autonomous Agents and Multi-Agent Systems (2 papers)The Knowledge Engineering Review (1 paper)Renewable Energy (1 paper)Artificial Intelligence (1 paper)
- Partner nations
- BelgiumNetherlandsIreland
In The Last Decade
Roxana Rădulescu
24 papers receiving 347 citations
Roxana Rădulescu's Hit Papers
Peers
Comparison fields: 5 of 83
- Computational Theory and Mathematics 65
- Artificial Intelligence 125
- Management Science and Operations Research 47
- Industrial and Manufacturing Engineering 32
- Transportation 20
Countries citing papers authored by Roxana Rădulescu
This map shows the geographic impact of Roxana Rădulescu'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 Roxana Rădulescu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roxana Rădulescu more than expected).
Fields of papers citing papers by Roxana Rădulescu
This network shows the impact of papers produced by Roxana Rădulescu. 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 Roxana Rădulescu. The network helps show where Roxana Rădulescu may publish in the future.
Co-authors
The 25 scholars most cited alongside Roxana Rădulescu, 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 26 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A practical guide to multi-objective reinforcement learning and planning Hit paper breakdown → | 2022 | 172 |
| 2 | 2019 | 75 | |
| 3 | 2022 | 19 | |
| 4 | 2018 | 17 | |
| 5 | 2016 | 11 | |
| 6 | 2021 | 10 | |
| 7 | 2020 | 7 | |
| 8 | Reinforcement Learning for Demand Response of Domestic Household Appliances | 2018 | 7 |
| 9 | 2020 | 6 | |
| 10 | 2024 | 4 | |
| 11 | Learning System-Efficient Equilibria in Route Choice Using Tolls | 2018 | 4 |
| 12 | 2020 | 3 | |
| 13 | 2017 | 3 | |
| 14 | 2014 | 3 | |
| 15 | Equilibria in Multi-Objective Games: a Utility-Based Perspective | 2019 | 3 |
| 16 | 2022 | 3 | |
| 17 | A Budged-Balanced Tolling Scheme for Efficient Equilibria under Heterogeneous Preferences | 2019 | 3 |
| 18 | Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games | 2020 | 2 |
| 19 | Communication Strategies in Multi-Objective Normal-Form Games | 2021 | 2 |
| 20 | Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands | 2019 | 2 |
About Roxana Rădulescu
Roxana Rădulescu is a scholar working on Artificial Intelligence, Management Science and Operations Research, Economics and Econometrics, Automotive Engineering and Computational Theory and Mathematics, having authored 26 papers that have together received 361 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (7 papers), Game Theory and Applications (5 papers), Auction Theory and Applications (5 papers), Experimental Behavioral Economics Studies (4 papers), Transportation and Mobility Innovations (4 papers), Transportation Planning and Optimization (4 papers), Economic theories and models (3 papers) and Smart Grid Energy Management (3 papers). The work is most often cited by research in Computational Theory and Mathematics (65 citations), Artificial Intelligence (125 citations), Management Science and Operations Research (47 citations), Industrial and Manufacturing Engineering (32 citations) and Transportation (20 citations). Roxana Rădulescu has collaborated with scholars based in Belgium, Netherlands and Ireland. Frequent co-authors include Ann Nowé, Diederik M. Roijers, Patrick Mannion, Gabriel de Oliveira Ramos, Conor F. Hayes, Richard Dazeley, Johan Källström, Mathieu Reymond, Fredrik Heintz and Peter Vamplew. Their work appears in journals such as Neural Computing and Applications, Autonomous Agents and Multi-Agent Systems, The Knowledge Engineering Review, Renewable Energy and Artificial Intelligence.
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.