L. A. Prashanth
L. A. Prashanth publishes mostly in Management Science and Operations Research, Artificial Intelligence and Control and Systems Engineering, on topics such as Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics and Machine Learning and Algorithms.
- World rank
- #288,647 of 1,633,909 ranked researchers
- Rank in India
- #2,932 of 44,512
- Works
- 25
- Citations
- 148
- Citations per work
- 5.9
What does L. A. Prashanth research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Management Science and Operations Research33% of their works
- 2Artificial Intelligence33% of their works
- 3Control and Systems Engineering7% of their works
- 4Computer Networks and Communications7% of their works
- 5General Decision Sciences4% of their works
- 6Building and Construction4% of their works
Research topics
Which keywords describe L. A. Prashanth's research?
The keywords of their largest research topics: Convex Optimization, Deep Learning, Bandit Optimization, Bayesian Optimization, Neural Networks, Reinforcement Learning, Active Learning and Autonomous Control.
- Verification and Validation
- Stochastic Gradient Descent
- Robust Optimization
- Real-time Status Updates
- Microscopic Simulation
- Robotics
- Autonomous Control
- Reinforcement Learning
- Bayesian Optimization
- Deep Learning
- Convex Optimization
- Bandit Optimization
- Neural Networks
- Active Learning
- Machine Learning
- Age of Information
- Random Projections
- Risk Management
- Simulation Optimization
- Traffic Flow
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Convex Optimization93 topics
- Deep Learning83 topics
- Bandit Optimization51 topic
- Bayesian Optimization51 topic
- Neural Networks52 topics
- Reinforcement Learning52 topics
- Active Learning31 topic
- Autonomous Control31 topic
- Machine Learning31 topic
- Robotics31 topic
- Age of Information21 topic
- Microscopic Simulation21 topic
- Random Projections21 topic
- Real-time Status Updates21 topic
- Risk Management21 topic
- Robust Optimization21 topic
- Simulation Optimization21 topic
- Stochastic Gradient Descent21 topic
- Traffic Flow21 topic
- Verification and Validation21 topic
Where does L. A. Prashanth work?
L. A. Prashanth's main affiliation in the publication record is Indian Institute of Science Bangalore, India.
How many publications and citations does L. A. Prashanth have?
Science Explorer counts 25 works and 148 citations for L. A. Prashanth, ranking #288,647 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.