L. A. Prashanth
Impact in
- Transportation top 5%
- Transportation Planning and Optimization
- Building and Construction top 5%
- Traffic Prediction and Management Techniques
Papers in
-
- Simulation Techniques and Applications 12
- Advanced Bandit Algorithms Research 11
- Risk and Portfolio Optimization 6
-
- Reinforcement Learning in Robotics 8
- Stochastic Gradient Optimization Techniques 5
- Co-authors
- Shalabh Bhatnagar (25 shared papers)Michael C. Fu (7 shared papers)Nathaniel Korda (4 shared papers)Csaba Szepesvári (2 shared papers)Jie Cheng (2 shared papers)Sanjay P. Bhat (3 shared papers)Rémi Munos (2 shared papers)Krishna Jagannathan (4 shared papers)
- Journals
- Lecture notes in control and information sciences (8 papers)IEEE Transactions on Automatic Control (4 papers)Systems & Control Letters (1 paper)Mathematics of Operations Research (1 paper)Wireless Networks (1 paper)
- Partner nations
- IndiaUnited StatesFrance
In The Last Decade
L. A. Prashanth
45 papers receiving 721 citations
Peers
Comparison fields: 5 of 71
- Transportation 166
- Building and Construction 221
- Control and Systems Engineering 345
- Management Science and Operations Research 159
- Automotive Engineering 91
Countries citing papers authored by L. A. Prashanth
This map shows the geographic impact of L. A. Prashanth'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 L. A. Prashanth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites L. A. Prashanth more than expected).
Fields of papers citing papers by L. A. Prashanth
This network shows the impact of papers produced by L. A. Prashanth. 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 L. A. Prashanth. The network helps show where L. A. Prashanth may publish in the future.
Co-authors
The 20 scholars most cited alongside L. A. Prashanth, 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 47 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2010 | 257 | |
| 2 | 2012 | 73 | |
| 3 | 2011 | 59 | |
| 4 | 2012 | 37 | |
| 5 | Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods | 2012 | 36 |
| 6 | 2012 | 32 | |
| 7 | 2014 | 30 | |
| 8 | Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control | 2015 | 27 |
| 9 | 2016 | 19 | |
| 10 | 2018 | 19 | |
| 11 | Concentration of risk measures: A Wasserstein distance approach | 2019 | 12 |
| 12 | Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions | 2020 | 12 |
| 13 | 2022 | 11 | |
| 14 | 2014 | 11 | |
| 15 | 2015 | 10 | |
| 16 | 2022 | 10 | |
| 17 | 2019 | 10 | |
| 18 | On TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence | 2015 | 9 |
| 19 | 2012 | 8 | |
| 20 | 2022 | 7 |
About L. A. Prashanth
L. A. Prashanth is a scholar working on Management Science and Operations Research, Artificial Intelligence, Computational Theory and Mathematics, Statistics and Probability and Computer Networks and Communications, having authored 47 papers that have together received 752 indexed citations. Recurring topics across this work include Simulation Techniques and Applications (12 papers), Advanced Bandit Algorithms Research (11 papers), Reinforcement Learning in Robotics (8 papers), Risk and Portfolio Optimization (6 papers), Statistical Methods and Inference (5 papers), Stochastic Gradient Optimization Techniques (5 papers), Advanced Multi-Objective Optimization Algorithms (5 papers) and Traffic control and management (5 papers). The work is most often cited by research in Transportation (166 citations), Building and Construction (221 citations), Control and Systems Engineering (345 citations), Management Science and Operations Research (159 citations) and Automotive Engineering (91 citations). L. A. Prashanth has collaborated with scholars based in India, United States and France. Frequent co-authors include Shalabh Bhatnagar, Michael C. Fu, Nathaniel Korda, Csaba Szepesvári, Jie Cheng, Sanjay P. Bhat, Rémi Munos, Krishna Jagannathan, Steven I. Marcus and Nirmit Desai. Their work appears in journals such as Lecture notes in control and information sciences, IEEE Transactions on Automatic Control, Systems & Control Letters, Mathematics of Operations Research and Wireless Networks.
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.