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24 Publications
2021 | Journal Article | LibreCat-ID: 24140
Ramaswamy A, Redder A, Quevedo DE. Distributed optimization over time-varying networks with stochastic information delays. IEEE Transactions on Automatic Control. Published online 2021:1-1. doi:10.1109/TAC.2021.3108492
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| DOI
2020 | Conference Paper | LibreCat-ID: 24145
Ramaswamy A. DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme. In: 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP). ; 2020:54-62.
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2020 | Conference Paper | LibreCat-ID: 24146
Heid SH, Ramaswamy A, Hüllermeier E. Constrained Multi-Agent Optimization with Unbounded Information Delay. In: Proceedings-30. Workshop Computational Intelligence: Berlin, 26.-27. November 2020. Vol 26. ; 2020:247.
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2020 | Journal Article | LibreCat-ID: 24147
Ramaswamy A, Bhatnagar S, Quevedo DE. Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning. IEEE Transactions on Automatic Control. Published online 2020.
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2019 | Conference Paper | LibreCat-ID: 24141
König J, Malberg S, Martens M, Niehaus S, Krohn-Grimberghe A, Ramaswamy A. Multi-stage reinforcement learning for object detection. In: Science and Information Conference. ; 2019:178-191.
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2019 | Journal Article | LibreCat-ID: 15741
Leong AS, Ramaswamy A, Quevedo DE, Karl H, Shi L. Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems. Automatica. 2019. doi:10.1016/j.automatica.2019.108759
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| DOI
2019 | Conference Paper | LibreCat-ID: 13443 | 
Redder A, Ramaswamy A, Quevedo D. Deep reinforcement learning for scheduling in large-scale networked control systems. In: Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems. ; 2019.
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2018 | Journal Article | LibreCat-ID: 24150
Ramaswamy A, Bhatnagar S. Stability of stochastic approximations with “controlled markov” noise and temporal difference learning. IEEE Transactions on Automatic Control. 2018;64(6):2614-2620.
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2018 | Journal Article | LibreCat-ID: 24151
Demirel B, Ramaswamy A, Quevedo DE, Karl H. Deepcas: A deep reinforcement learning algorithm for control-aware scheduling. IEEE Control Systems Letters. 2018;2(4):737-742.
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2017 | Journal Article | LibreCat-ID: 24152
Ramaswamy A, Bhatnagar S. Analysis of gradient descent methods with nondiminishing bounded errors. IEEE Transactions on Automatic Control. 2017;63(5):1465-1471.
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2017 | Journal Article | LibreCat-ID: 24153
Ramaswamy A, Bhatnagar S. A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions. Mathematics of Operations Research. 2017;42(3):648-661.
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2016 | Journal Article | LibreCat-ID: 24154
Ramaswamy A, Bhatnagar S. Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem. Stochastics. 2016;88(8):1173-1187.
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2014 | Journal Article | LibreCat-ID: 24155
Basavaraju M, Chandran LS, Rajendraprasad D, Ramaswamy A. Rainbow connection number of graph power and graph products. Graphs and Combinatorics. 2014;30(6):1363-1382.
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2014 | Journal Article | LibreCat-ID: 24156
Basavaraju M, Chandran LS, Rajendraprasad D, Ramaswamy A. Rainbow connection number and radius. Graphs and Combinatorics. 2014;30(2):275-285.
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