L. A. Prashanth

Statistics

Publications

Citations

838

H-Index

Active since

2010

Affiliations

Indian Institute of Science Bangalore(Current)

Indian Institute of Technology Madras

University of Maryland, College Park

Institut national de recherche en sciences et technologies du numérique

Centre Inria de l'Université de Lille

L. A. Prashanth is an author at Indian Institute of Science Bangalore specializing in stochastic optimization, optimization, and reinforcement learning.

Publications per year

2010–2022

Publications

Reinforcement Learning With Function Approximation for Traffic Signal Control

L. A. Prashanth, Shalabh Bhatnagar · IEEE Transactions on Intelligent Transportation Systems · 2010 · 318 citations

Computing, Decision Sciences, Machine Learning +15

Reinforcement learning with average cost for adaptive control of traffic lights at intersections

L. A. Prashanth, Shalabh Bhatnagar · 2011 · 82 citations

Computing, Computer Science, Algorithms +16

Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control

L. A. Prashanth, Jie Cheng, Michael C. Fu et al. · arXiv (Cornell University) · 2015 · 48 citations · Full text

Business, Decision Sciences, Decision Theory +16

Threshold Tuning Using Stochastic Optimization for Graded Signal Control

L. A. Prashanth, Shalabh Bhatnagar · IEEE Transactions on Vehicular Technology · 2012 · 46 citations

Engineering, Mathematics, Optimization +15

Stochastic Optimization in a Cumulative Prospect Theory Framework

Jie Cheng, L. A. Prashanth, Michael C. Fu et al. · IEEE Transactions on Automatic Control · 2018 · 45 citations

Business, Decision Sciences, Mathematics +17

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