L. A. Prashanth
Associate Professor
+91-44-2257-4377 (Work)
Publications - 46Publications - 46
Publications - 46Publications (46)
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OtherConcentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions2020 | International Machine Learning Society (IMLS)
ArticlesConcentration bounds for empirical conditional value-at-risk: The unbounded case2019 | Elsevier B.V.
Open Access
ArticlesStochastic Optimization in a Cumulative Prospect Theory Framework2018 | Institute of Electrical and Electronics Engineers Inc.- JournalAdaptive System Optimization Using Random Directions Stochastic Approximation2017 | Institute of Electrical and Electronics Engineers Inc.
- OtherImproved Hessian estimation for adaptive random directions stochastic approximation2016 | Institute of Electrical and Electronics Engineers Inc.
- OtherCumulative prospect theory meets reinforcement learning: Prediction and control2016 | International Machine Learning Society (IMLS)
JournalVariance-constrained actor-critic algorithms for discounted and average reward MDPs2016 | Springer New York LLC- OtherSimultaneous Perturbation Newton Algorithms for Simulation Optimization2015 | Springer Science and Business Media LLC
- OtherOn TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence2015 | International Machine Learning Society (IMLS)
JournalSimultaneous perturbation methods for adaptive labor staffing in service systems2015 | Sage Publications- OtherTwo-timescale algorithms for learning nash equilibria in general-sum stochastic games2015 | International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
- OtherFast gradient descent for drifting least squares regression, with application to bandits2015 | AI Access Foundation
- OtherTwo timescale convergent Q-learning for sleep-scheduling in wireless sensor networks2014 | Springer Science and Business Media LLC
