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ORCIDBibTeX records: Prashanth L. A.
@inproceedings{DBLP:conf/aistats/ManiyarAMB24,
author = {Mizhaan Prajit Maniyar and
Prashanth L. A. and
Akash Mondal and
Shalabh Bhatnagar},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4708--4716},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/maniyar24a.html},
timestamp = {Fri, 10 May 2024 10:02:41 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ManiyarAMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/BhavsarA23,
author = {Nirav Bhavsar and
Prashanth L. A.},
title = {Nonasymptotic Bounds for Stochastic Optimization With Biased Noisy
Gradient Oracles},
journal = {{IEEE} Trans. Autom. Control.},
volume = {68},
number = {3},
pages = {1628--1641},
year = {2023},
url = {https://doi.org/10.1109/TAC.2022.3159748},
doi = {10.1109/TAC.2022.3159748},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tac/BhavsarA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PatilANP23,
author = {Gandharv Patil and
Prashanth L. A. and
Dheeraj Nagaraj and
Doina Precup},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Finite time analysis of temporal difference learning with linear function
approximation: Tail averaging and regularisation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5438--5448},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/patil23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PatilANP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/BhatnagarA23,
author = {Shalabh Bhatnagar and
Prashanth L. A.},
title = {Generalized Simultaneous Perturbation Stochastic Approximation with
Reduced Estimator Bias},
booktitle = {57th Annual Conference on Information Sciences and Systems, {CISS}
2023, Baltimore, MD, USA, March 22-24, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CISS56502.2023.10089720},
doi = {10.1109/CISS56502.2023.10089720},
timestamp = {Sat, 22 Apr 2023 16:25:53 +0200},
biburl = {https://dblp.org/rec/conf/ciss/BhatnagarA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VijayanA23,
author = {Nithia Vijayan and
Prashanth L. A.},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A policy gradient approach for optimization of smooth risk measures},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2168--2178},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/vijayan23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/VijayanA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10951,
author = {Mizhaan Prajit Maniyar and
Akash Mondal and
Prashanth L. A. and
Shalabh Bhatnagar},
title = {A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2304.10951},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10951},
doi = {10.48550/ARXIV.2304.10951},
eprinttype = {arXiv},
eprint = {2304.10951},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11389,
author = {Sanjay Bhat and
Prashanth L. A. and
Gugan Thoppe},
title = {VaR{\textbackslash} and CVaR Estimation in a Markov Cost Process:
Lower and Upper Bounds},
journal = {CoRR},
volume = {abs/2310.11389},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11389},
doi = {10.48550/ARXIV.2310.11389},
eprinttype = {arXiv},
eprint = {2310.11389},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18743,
author = {Sumedh Gupte and
Prashanth L. A. and
Sanjay P. Bhat},
title = {Optimization of utility-based shortfall risk: {A} non-asymptotic viewpoint},
journal = {CoRR},
volume = {abs/2310.18743},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18743},
doi = {10.48550/ARXIV.2310.18743},
eprinttype = {arXiv},
eprint = {2310.18743},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/A022,
author = {Prashanth L. A. and
Michael C. Fu},
title = {Risk-Sensitive Reinforcement Learning via Policy Gradient Search},
journal = {Found. Trends Mach. Learn.},
volume = {15},
number = {5},
pages = {537--693},
year = {2022},
url = {https://doi.org/10.1561/2200000091},
doi = {10.1561/2200000091},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/A022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AB22,
author = {Prashanth L. A. and
Sanjay P. Bhat},
title = {A Wasserstein Distance Approach for Concentration of Empirical Risk
Estimates},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {238:1--238:61},
year = {2022},
url = {http://jmlr.org/papers/v23/20-965.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TanAJ22,
author = {Vincent Y. F. Tan and
Prashanth L. A. and
Krishna P. Jagannathan},
editor = {Luc De Raedt},
title = {A Survey of Risk-Aware Multi-Armed Bandits},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5623--5629},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/784},
doi = {10.24963/IJCAI.2022/784},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TanAJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11046,
author = {Nithia Vijayan and
Prashanth L. A.},
title = {Approximate gradient ascent methods for distortion risk measures},
journal = {CoRR},
volume = {abs/2202.11046},
year = {2022},
url = {https://arxiv.org/abs/2202.11046},
eprinttype = {arXiv},
eprint = {2202.11046},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16810,
author = {Dipayan Sen and
Prashanth L. A. and
Aditya Gopalan},
title = {Adaptive Estimation of Random Vectors with Bandit Feedback},
journal = {CoRR},
volume = {abs/2203.16810},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16810},
doi = {10.48550/ARXIV.2203.16810},
eprinttype = {arXiv},
eprint = {2203.16810},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05843,
author = {Vincent Y. F. Tan and
Prashanth L. A. and
Krishna P. Jagannathan},
title = {A Survey of Risk-Aware Multi-Armed Bandits},
journal = {CoRR},
volume = {abs/2205.05843},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05843},
doi = {10.48550/ARXIV.2205.05843},
eprinttype = {arXiv},
eprint = {2205.05843},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00290,
author = {Akash Mondal and
Prashanth L. A. and
Shalabh Bhatnagar},
title = {A Gradient Smoothed Functional Algorithm with Truncated Cauchy Random
Perturbations for Stochastic Optimization},
journal = {CoRR},
volume = {abs/2208.00290},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00290},
doi = {10.48550/ARXIV.2208.00290},
eprinttype = {arXiv},
eprint = {2208.00290},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05918,
author = {Gandharv Patil and
Prashanth L. A. and
Dheeraj Nagaraj and
Doina Precup},
title = {Finite time analysis of temporal difference learning with linear function
approximation: Tail averaging and regularisation},
journal = {CoRR},
volume = {abs/2210.05918},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05918},
doi = {10.48550/ARXIV.2210.05918},
eprinttype = {arXiv},
eprint = {2210.05918},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10477,
author = {Shalabh Bhatnagar and
Prashanth L. A.},
title = {Generalized Simultaneous Perturbation Stochastic Approximation with
Reduced Estimator Bias},
journal = {CoRR},
volume = {abs/2212.10477},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10477},
doi = {10.48550/ARXIV.2212.10477},
eprinttype = {arXiv},
eprint = {2212.10477},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AKM21,
author = {Prashanth L. A. and
Nathaniel Korda and
R{\'{e}}mi Munos},
title = {Concentration bounds for temporal difference learning with linear
function approximation: the case of batch data and uniform sampling},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {559--618},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05912-5},
doi = {10.1007/S10994-020-05912-5},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scl/VijayanA21,
author = {Nithia Vijayan and
Prashanth L. A.},
title = {Smoothed functional-based gradient algorithms for off-policy reinforcement
learning: {A} non-asymptotic viewpoint},
journal = {Syst. Control. Lett.},
volume = {155},
pages = {104988},
year = {2021},
url = {https://doi.org/10.1016/j.sysconle.2021.104988},
doi = {10.1016/J.SYSCONLE.2021.104988},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scl/VijayanA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PandeyAB21,
author = {Ajay Kumar Pandey and
Prashanth L. A. and
Sanjay P. Bhat},
title = {Estimation of Spectral Risk Measures},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {12166--12173},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i13.17444},
doi = {10.1609/AAAI.V35I13.17444},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PandeyAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02137,
author = {Nithia Vijayan and
Prashanth L. A.},
title = {Smoothed functional-based gradient algorithms for off-policy reinforcement
learning},
journal = {CoRR},
volume = {abs/2101.02137},
year = {2021},
url = {https://arxiv.org/abs/2101.02137},
eprinttype = {arXiv},
eprint = {2101.02137},
timestamp = {Tue, 30 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04422,
author = {Nithia Vijayan and
Prashanth L. A.},
title = {Likelihood ratio-based policy gradient methods for distorted risk
measures: {A} non-asymptotic analysis},
journal = {CoRR},
volume = {abs/2107.04422},
year = {2021},
url = {https://arxiv.org/abs/2107.04422},
eprinttype = {arXiv},
eprint = {2107.04422},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08805,
author = {Arvind S. Menon and
Prashanth L. A. and
Krishna P. Jagannathan},
title = {Online Estimation and Optimization of Utility-Based Shortfall Risk},
journal = {CoRR},
volume = {abs/2111.08805},
year = {2021},
url = {https://arxiv.org/abs/2111.08805},
eprinttype = {arXiv},
eprint = {2111.08805},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/ABBFM20,
author = {Prashanth L. A. and
Shalabh Bhatnagar and
Nirav Bhavsar and
Michael C. Fu and
Steven I. Marcus},
title = {Random Directions Stochastic Approximation With Deterministic Perturbations},
journal = {{IEEE} Trans. Autom. Control.},
volume = {65},
number = {6},
pages = {2450--2465},
year = {2020},
url = {https://doi.org/10.1109/TAC.2019.2930821},
doi = {10.1109/TAC.2019.2930821},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/ABBFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AJK20,
author = {Prashanth L. A. and
Krishna P. Jagannathan and
Ravi Kumar Kolla},
title = {Concentration bounds for CVaR estimation: The cases of light-tailed
and heavy-tailed distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5577--5586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/l-a-20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11440,
author = {Nirav Bhavsar and
Prashanth L. A.},
title = {Non-Asymptotic Bounds for Zeroth-Order Stochastic Optimization},
journal = {CoRR},
volume = {abs/2002.11440},
year = {2020},
url = {https://arxiv.org/abs/2002.11440},
eprinttype = {arXiv},
eprint = {2002.11440},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/orl/KollaABJ19,
author = {Ravi Kumar Kolla and
Prashanth L. A. and
Sanjay P. Bhat and
Krishna P. Jagannathan},
title = {Concentration bounds for empirical conditional value-at-risk: The
unbounded case},
journal = {Oper. Res. Lett.},
volume = {47},
number = {1},
pages = {16--20},
year = {2019},
url = {https://doi.org/10.1016/j.orl.2018.11.005},
doi = {10.1016/J.ORL.2018.11.005},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/orl/KollaABJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BodaA19,
author = {Vinay Praneeth Boda and
Prashanth L. A.},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Correlated bandits or: How to minimize mean-squared error online},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {686--694},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/boda19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/BodaA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhatA19,
author = {Sanjay P. Bhat and
Prashanth L. A.},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Concentration of risk measures: {A} Wasserstein distance approach},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11739--11748},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/091bc5440296cc0e41dd60ce22fbaf88-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BhatA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00997,
author = {Ravi Kumar Kolla and
Prashanth L. A. and
Krishna P. Jagannathan},
title = {Risk-aware Multi-armed Bandits Using Conditional Value-at-Risk},
journal = {CoRR},
volume = {abs/1901.00997},
year = {2019},
url = {http://arxiv.org/abs/1901.00997},
eprinttype = {arXiv},
eprint = {1901.00997},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02953,
author = {Vinay Praneeth Boda and
Prashanth L. A.},
title = {Correlated bandits or: How to minimize mean-squared error online},
journal = {CoRR},
volume = {abs/1902.02953},
year = {2019},
url = {http://arxiv.org/abs/1902.02953},
eprinttype = {arXiv},
eprint = {1902.02953},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10709,
author = {Sanjay P. Bhat and
Prashanth L. A.},
title = {Improved Concentration Bounds for Conditional Value-at-Risk and Cumulative
Prospect Theory using Wasserstein distance},
journal = {CoRR},
volume = {abs/1902.10709},
year = {2019},
url = {http://arxiv.org/abs/1902.10709},
eprinttype = {arXiv},
eprint = {1902.10709},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10398,
author = {Ajay Kumar Pandey and
Prashanth L. A. and
Sanjay P. Bhat},
title = {Estimation of Spectral Risk Measures},
journal = {CoRR},
volume = {abs/1912.10398},
year = {2019},
url = {http://arxiv.org/abs/1912.10398},
eprinttype = {arXiv},
eprint = {1912.10398},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/JieAFMS18,
author = {Cheng Jie and
Prashanth L. A. and
Michael C. Fu and
Steven I. Marcus and
Csaba Szepesv{\'{a}}ri},
title = {Stochastic Optimization in a Cumulative Prospect Theory Framework},
journal = {{IEEE} Trans. Autom. Control.},
volume = {63},
number = {9},
pages = {2867--2882},
year = {2018},
url = {https://doi.org/10.1109/TAC.2018.2822658},
doi = {10.1109/TAC.2018.2822658},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/JieAFMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01739,
author = {Ravi Kumar Kolla and
Prashanth L. A. and
Sanjay P. Bhat and
Krishna P. Jagannathan},
title = {Concentration bounds for empirical conditional value-at-risk: The
unbounded case},
journal = {CoRR},
volume = {abs/1808.01739},
year = {2018},
url = {http://arxiv.org/abs/1808.01739},
eprinttype = {arXiv},
eprint = {1808.01739},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02871,
author = {Prashanth L. A. and
Shalabh Bhatnagar and
Nirav Bhavsar and
Michael C. Fu and
Steven I. Marcus},
title = {Random directions stochastic approximation with deterministic perturbations},
journal = {CoRR},
volume = {abs/1808.02871},
year = {2018},
url = {http://arxiv.org/abs/1808.02871},
eprinttype = {arXiv},
eprint = {1808.02871},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09126,
author = {Prashanth L. A. and
Michael C. Fu},
title = {Risk-Sensitive Reinforcement Learning: {A} Constrained Optimization
Viewpoint},
journal = {CoRR},
volume = {abs/1810.09126},
year = {2018},
url = {http://arxiv.org/abs/1810.09126},
eprinttype = {arXiv},
eprint = {1810.09126},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/ABFM17,
author = {Prashanth L. A. and
Shalabh Bhatnagar and
Michael C. Fu and
Steven I. Marcus},
title = {Adaptive System Optimization Using Random Directions Stochastic Approximation},
journal = {{IEEE} Trans. Autom. Control.},
volume = {62},
number = {5},
pages = {2223--2238},
year = {2017},
url = {https://doi.org/10.1109/TAC.2016.2600643},
doi = {10.1109/TAC.2016.2600643},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/ABFM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GopalanAFM17,
author = {Aditya Gopalan and
Prashanth L. A. and
Michael C. Fu and
Steven I. Marcus},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Weighted Bandits or: How Bandits Learn Distorted Values That Are Not
Expected},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1941--1947},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10922},
doi = {10.1609/AAAI.V31I1.10922},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GopalanAFM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AG16,
author = {Prashanth L. A. and
Mohammad Ghavamzadeh},
title = {Variance-constrained actor-critic algorithms for discounted and average
reward MDPs},
journal = {Mach. Learn.},
volume = {105},
number = {3},
pages = {367--417},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5569-5},
doi = {10.1007/S10994-016-5569-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scl/APBC16,
author = {Prashanth L. A. and
H. L. Prasad and
Shalabh Bhatnagar and
Prakash Chandra},
title = {A constrained optimization perspective on actor-critic algorithms
and application to network routing},
journal = {Syst. Control. Lett.},
volume = {92},
pages = {46--51},
year = {2016},
url = {https://doi.org/10.1016/j.sysconle.2016.02.020},
doi = {10.1016/J.SYSCONLE.2016.02.020},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scl/APBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuAGS16,
author = {Xiaowei Hu and
Prashanth L. A. and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
editor = {Arthur Gretton and
Christian C. Robert},
title = {(Bandit) Convex Optimization with Biased Noisy Gradient Oracles},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {819--828},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/hu16b.html},
timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HuAGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ReddyAB16,
author = {Sai Koti Reddy Danda and
Prashanth L. A. and
Shalabh Bhatnagar},
title = {Improved Hessian estimation for adaptive random directions stochastic
approximation},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {3682--3687},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7798823},
doi = {10.1109/CDC.2016.7798823},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/ReddyAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AJFMS16,
author = {Prashanth L. A. and
Cheng Jie and
Michael C. Fu and
Steven I. Marcus and
Csaba Szepesv{\'{a}}ri},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Cumulative Prospect Theory Meets Reinforcement Learning: Prediction
and Control},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1406--1415},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/la16.html},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AJFMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuAGS16,
author = {Xiaowei Hu and
Prashanth L. A. and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
title = {(Bandit) Convex Optimization with Biased Noisy Gradient Oracles},
journal = {CoRR},
volume = {abs/1609.07087},
year = {2016},
url = {http://arxiv.org/abs/1609.07087},
eprinttype = {arXiv},
eprint = {1609.07087},
timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HuAGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GopalanAFM16,
author = {Aditya Gopalan and
Prashanth L. A. and
Michael C. Fu and
Steven I. Marcus},
title = {Weighted bandits or: How bandits learn distorted values that are not
expected},
journal = {CoRR},
volume = {abs/1611.10283},
year = {2016},
url = {http://arxiv.org/abs/1611.10283},
eprinttype = {arXiv},
eprint = {1611.10283},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GopalanAFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/BhatnagarA15,
author = {Shalabh Bhatnagar and
Prashanth L. A.},
title = {Simultaneous Perturbation Newton Algorithms for Simulation Optimization},
journal = {J. Optim. Theory Appl.},
volume = {164},
number = {2},
pages = {621--643},
year = {2015},
url = {https://doi.org/10.1007/s10957-013-0507-1},
doi = {10.1007/S10957-013-0507-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/BhatnagarA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simulation/APDBD15,
author = {Prashanth L. A. and
H. L. Prasad and
Nirmit Desai and
Shalabh Bhatnagar and
Gargi Dasgupta},
title = {Simultaneous perturbation methods for adaptive labor staffing in service
systems},
journal = {Simul.},
volume = {91},
number = {5},
pages = {432--455},
year = {2015},
url = {https://doi.org/10.1177/0037549715581198},
doi = {10.1177/0037549715581198},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simulation/APDBD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KordaAM15,
author = {Nathaniel Korda and
Prashanth L. A. and
R{\'{e}}mi Munos},
editor = {Blai Bonet and
Sven Koenig},
title = {Fast Gradient Descent for Drifting Least Squares Regression, with
Application to Bandits},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2708--2714},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9619},
doi = {10.1609/AAAI.V29I1.9619},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KordaAM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PrasadAB15,
author = {H. L. Prasad and
Prashanth L. A. and
Shalabh Bhatnagar},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Two-Timescale Algorithms for Learning Nash Equilibria in General-Sum
Stochastic Games},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1371--1379},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773328},
timestamp = {Tue, 08 Mar 2022 10:12:47 +0100},
biburl = {https://dblp.org/rec/conf/atal/PrasadAB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KordaA15,
author = {Nathaniel Korda and
Prashanth L. A.},
editor = {Francis R. Bach and
David M. Blei},
title = {On {TD(0)} with function approximation: Concentration bounds and a
centered variant with exponential convergence},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {626--634},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/korda15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KordaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AB15,
author = {Prashanth L. A. and
Shalabh Bhatnagar},
title = {Adaptive system optimization using (simultaneous) random directions
stochastic approximation},
journal = {CoRR},
volume = {abs/1502.05577},
year = {2015},
url = {http://arxiv.org/abs/1502.05577},
eprinttype = {arXiv},
eprint = {1502.05577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ACFM15,
author = {Prashanth L. A. and
Cheng Jie and
Michael C. Fu and
Steven I. Marcus},
title = {Cumulative Prospect Theory Meets Reinforcement Learning: Estimation
and Control},
journal = {CoRR},
volume = {abs/1506.02632},
year = {2015},
url = {http://arxiv.org/abs/1506.02632},
eprinttype = {arXiv},
eprint = {1506.02632},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ACFM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/APBC15,
author = {Prashanth L. A. and
H. L. Prasad and
Shalabh Bhatnagar and
Prakash Chandra},
title = {A constrained optimization perspective on actor critic algorithms
and application to network routing},
journal = {CoRR},
volume = {abs/1507.07984},
year = {2015},
url = {http://arxiv.org/abs/1507.07984},
eprinttype = {arXiv},
eprint = {1507.07984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/APBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/ACB14,
author = {Prashanth L. A. and
Abhranil Chatterjee and
Shalabh Bhatnagar},
title = {Two timescale convergent Q-learning for sleep-scheduling in wireless
sensor networks},
journal = {Wirel. Networks},
volume = {20},
number = {8},
pages = {2589--2604},
year = {2014},
url = {https://doi.org/10.1007/s11276-014-0762-6},
doi = {10.1007/S11276-014-0762-6},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/winet/ACB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/A14,
author = {Prashanth L. A.},
editor = {Peter Auer and
Alexander Clark and
Thomas Zeugmann and
Sandra Zilles},
title = {Policy Gradients for CVaR-Constrained MDPs},
booktitle = {Algorithmic Learning Theory - 25th International Conference, {ALT}
2014, Bled, Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8776},
pages = {155--169},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11662-4\_12},
doi = {10.1007/978-3-319-11662-4\_12},
timestamp = {Sun, 25 Oct 2020 22:46:29 +0100},
biburl = {https://dblp.org/rec/conf/alt/A14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FonteneauA14,
author = {Raphael Fonteneau and
Prashanth L. A.},
title = {Simultaneous perturbation algorithms for batch off-policy search},
booktitle = {53rd {IEEE} Conference on Decision and Control, {CDC} 2014, Los Angeles,
CA, USA, December 15-17, 2014},
pages = {2622--2627},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CDC.2014.7039790},
doi = {10.1109/CDC.2014.7039790},
timestamp = {Fri, 04 Mar 2022 13:29:15 +0100},
biburl = {https://dblp.org/rec/conf/cdc/FonteneauA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comsnets/ACB14,
author = {Prashanth L. A. and
Abhranil Chatterjee and
Shalabh Bhatnagar},
title = {Adaptive sleep-wake control using reinforcement learning in sensor
networks},
booktitle = {Sixth International Conference on Communication Systems and Networks,
{COMSNETS} 2014, Bangalore, India, January 6-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/COMSNETS.2014.6734874},
doi = {10.1109/COMSNETS.2014.6734874},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comsnets/ACB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AKM14,
author = {Prashanth L. A. and
Nathaniel Korda and
R{\'{e}}mi Munos},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Fast {LSTD} Using Stochastic Approximation: Finite Time Analysis and
Application to Traffic Control},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {66--81},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_5},
doi = {10.1007/978-3-662-44851-9\_5},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PrasadAB14,
author = {H. L. Prasad and
Prashanth L. A. and
Shalabh Bhatnagar},
title = {Algorithms for Nash Equilibria in General-Sum Stochastic Games},
journal = {CoRR},
volume = {abs/1401.2086},
year = {2014},
url = {http://arxiv.org/abs/1401.2086},
eprinttype = {arXiv},
eprint = {1401.2086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PrasadAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FonteneauA14,
author = {Raphael Fonteneau and
Prashanth L. A.},
title = {Simultaneous Perturbation Algorithms for Batch Off-Policy Search},
journal = {CoRR},
volume = {abs/1403.4514},
year = {2014},
url = {http://arxiv.org/abs/1403.4514},
eprinttype = {arXiv},
eprint = {1403.4514},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FonteneauA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AG14,
author = {Prashanth L. A. and
Mohammad Ghavamzadeh},
title = {Actor-Critic Algorithms for Risk-Sensitive Reinforcement Learning},
journal = {CoRR},
volume = {abs/1403.6530},
year = {2014},
url = {http://arxiv.org/abs/1403.6530},
eprinttype = {arXiv},
eprint = {1403.6530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/A14a,
author = {Prashanth L. A.},
title = {Policy Gradients for CVaR-Constrained MDPs},
journal = {CoRR},
volume = {abs/1405.2690},
year = {2014},
url = {http://arxiv.org/abs/1405.2690},
eprinttype = {arXiv},
eprint = {1405.2690},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/A14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KordaP14,
author = {Nathaniel Korda and
Prashanth L. A.},
title = {On {TD(0)} with function approximation: Concentration bounds and a
centered variant with exponential convergence},
journal = {CoRR},
volume = {abs/1411.3224},
year = {2014},
url = {http://arxiv.org/abs/1411.3224},
eprinttype = {arXiv},
eprint = {1411.3224},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KordaP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AnanthapadmanabharaoPDB13,
author = {Prashanth Lakshmanrao Ananthapadmanabharao and
Horabailu Laxminarayana Prasad and
Nirmit Desai and
Shalabh Bhatnagar},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Mechanisms for hostile agents with capacity constraints},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {659--666},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485024},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/AnanthapadmanabharaoPDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LAG13,
author = {Prashanth L. A. and
Mohammad Ghavamzadeh},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Actor-Critic Algorithms for Risk-Sensitive MDPs},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {252--260},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/eb163727917cbba1eea208541a643e74-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LAG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PrashanthKM13,
author = {Prashanth L. A. and
Nathaniel Korda and
R{\'{e}}mi Munos},
title = {Analysis of stochastic approximation for efficient least squares regression
and {LSTD}},
journal = {CoRR},
volume = {abs/1306.2557},
year = {2013},
url = {http://arxiv.org/abs/1306.2557},
eprinttype = {arXiv},
eprint = {1306.2557},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PrashanthKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KordaPM13,
author = {Nathaniel Korda and
Prashanth L. A. and
R{\'{e}}mi Munos},
title = {Online gradient descent for least squares regression: Non-asymptotic
bounds and application to bandits},
journal = {CoRR},
volume = {abs/1307.3176},
year = {2013},
url = {http://arxiv.org/abs/1307.3176},
eprinttype = {arXiv},
eprint = {1307.3176},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KordaPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnanthapadmanabharaoCB13,
author = {Prashanth Lakshmanrao Ananthapadmanabharao and
Abhranil Chatterjee and
Shalabh Bhatnagar},
title = {Reinforcement Learning for Sleep-Wake Scheduling in Sensor Networks},
journal = {CoRR},
volume = {abs/1312.7292},
year = {2013},
url = {http://arxiv.org/abs/1312.7292},
eprinttype = {arXiv},
eprint = {1312.7292},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnanthapadmanabharaoCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PrashanthPDBD13,
author = {Prashanth L. A. and
H. L. Prasad and
Nirmit Desai and
Shalabh Bhatnagar and
Gargi Dasgupta},
title = {Simultaneous Perturbation Methods for Adaptive Labor Staffing in Service
Systems},
journal = {CoRR},
volume = {abs/1312.7430},
year = {2013},
url = {http://arxiv.org/abs/1312.7430},
eprinttype = {arXiv},
eprint = {1312.7430},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PrashanthPDBD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/PrashanthB12,
author = {Prashanth L. A. and
Shalabh Bhatnagar},
title = {Threshold Tuning Using Stochastic Optimization for Graded Signal Control},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {61},
number = {9},
pages = {3865--3880},
year = {2012},
url = {https://doi.org/10.1109/TVT.2012.2209904},
doi = {10.1109/TVT.2012.2209904},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/PrashanthB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/PrashanthB11,
author = {Prashanth L. A. and
Shalabh Bhatnagar},
title = {Reinforcement Learning With Function Approximation for Traffic Signal
Control},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {12},
number = {2},
pages = {412--421},
year = {2011},
url = {https://doi.org/10.1109/TITS.2010.2091408},
doi = {10.1109/TITS.2010.2091408},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/PrashanthB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsoc/PrashanthPDBD11,
author = {Prashanth L. A. and
H. L. Prasad and
Nirmit Desai and
Shalabh Bhatnagar and
Gargi Banerjee Dasgupta},
editor = {Gerti Kappel and
Zakaria Maamar and
Hamid R. Motahari Nezhad},
title = {Stochastic Optimization for Adaptive Labor Staffing in Service Systems},
booktitle = {Service-Oriented Computing - 9th International Conference, {ICSOC}
2011, Paphos, Cyprus, December 5-8, 2011 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7084},
pages = {487--494},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25535-9\_33},
doi = {10.1007/978-3-642-25535-9\_33},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsoc/PrashanthPDBD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/AB11,
author = {Prashanth L. A. and
Shalabh Bhatnagar},
title = {Reinforcement learning with average cost for adaptive control of traffic
lights at intersections},
booktitle = {14th International {IEEE} Conference on Intelligent Transportation
Systems, {ITSC} 2011, Washington, DC, USA, October 5-7, 2011},
pages = {1640--1645},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ITSC.2011.6082823},
doi = {10.1109/ITSC.2011.6082823},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itsc/AB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccnc/ADG08,
author = {Prashanth L. A. and
Sajal Kumar Das and
K. Gopinath},
title = {{MAC} Design for Heterogeneous Application Support in {OFDM} Based
Wireless Systems},
booktitle = {5th {IEEE} Consumer Communications and Networking Conference, {CCNC}
2008, Las Vegas, NV, USA, January 10-12, 2008},
pages = {412--413},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ccnc08.2007.98},
doi = {10.1109/CCNC08.2007.98},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/ccnc/ADG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comsware/PrashanthG08,
author = {Prashanth L. A. and
K. Gopinath},
editor = {Sunghyun Choi and
Jim Kurose and
Krithi Ramamritham},
title = {{OFDM-MAC} algorithms and their impact on {TCP} performance in next
generation mobile networks},
booktitle = {Proceedings of the Third International Conference on COMmunication
System softWAre and MiddlewaRE {(COMSWARE} 2008), January 5-10, 2008,
Bangalore, India},
pages = {133--140},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/COMSWA.2008.4554395},
doi = {10.1109/COMSWA.2008.4554395},
timestamp = {Thu, 04 Nov 2021 14:40:53 +0100},
biburl = {https://dblp.org/rec/conf/comsware/PrashanthG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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