Sonia Chernova

About

Sonia Chernova is a scholar working on Artificial Intelligence, Control and Systems Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Sonia Chernova has authored 65 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Artificial Intelligence, 27 papers in Control and Systems Engineering and 18 papers in Computer Vision and Pattern Recognition. Recurrent topics in Sonia Chernova’s work include Robot Manipulation and Learning (27 papers), Reinforcement Learning in Robotics (20 papers) and AI-based Problem Solving and Planning (14 papers). Sonia Chernova is often cited by papers focused on Robot Manipulation and Learning (27 papers), Reinforcement Learning in Robotics (20 papers) and AI-based Problem Solving and Planning (14 papers). Sonia Chernova collaborates with scholars based in United States, Belgium and Japan. Sonia Chernova's co-authors include Manuela Veloso, Brett Browning, Brenna Argall, Harish Ravichandar, Athanasios Polydoros, Aude Billard, Halit Bener Suay, Matthew E. Taylor, Tim Brys and Anna Harutyunyan and has published in prestigious journals such as The International Journal of Robotics Research, Robotics and Autonomous Systems and Autonomous Robots.

In The Last Decade

Co-authorship network of co-authors of Sonia Chernova

This figure shows the co-authorship network connecting the top 25 collaborators of Sonia Chernova. A scholar is included among the top collaborators of Sonia Chernova based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sonia Chernova. Sonia Chernova is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Sonia Chernova

56 papers receiving 2.0k citations

Fields of papers citing papers by Sonia Chernova

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sonia Chernova. 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 Sonia Chernova. The network helps show where Sonia Chernova may publish in the future.

Countries citing papers authored by Sonia Chernova

Since Specialization

Citations

This map shows the geographic impact of Sonia Chernova'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 Sonia Chernova with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sonia Chernova more than expected).

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.

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