Arunselvan Ramaswamy

Intelligente Systeme und Maschinelles Lernen
arunr@mail.uni-paderborn.de
ID
66937

24 Publications

Mark all

[24]
2022 | Conference Paper | LibreCat-ID: 32811
Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. In: Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. ; 2022.
LibreCat
 
[23]
2022 | Conference Paper | LibreCat-ID: 30793
Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2022. doi:10.5220/0010845400003116
LibreCat | Files available | DOI
 
[22]
2022 | Preprint | LibreCat-ID: 30790
Redder A, Ramaswamy A, Karl H. Distributed gradient-based optimization in the presence of dependent  aperiodic communication. arXiv:220111343. Published online 2022.
LibreCat | arXiv
 
[21]
2022 | Preprint | LibreCat-ID: 30791
Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. arXiv:220100570. Published online 2022.
LibreCat | arXiv
 
[20]
2022 | Journal Article | LibreCat-ID: 32854
Redder A, Ramaswamy A, Karl H. Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine. 2022;55(13):133–138.
LibreCat | Files available
 
[19]
2021 | Journal Article | LibreCat-ID: 24142
Ramaswamy A, Bhatnagar S. Analyzing Approximate Value Iteration Algorithms. Mathematics of Operations Research (to appear). Published online 2021.
LibreCat
 
[18]
2021 | Journal Article | LibreCat-ID: 24143
Drees JP, Gupta P, Hüllermeier E, et al. Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! 14th ACM Workshop on Artificial Intelligence and Security. Published online 2021.
LibreCat
 
[17]
2021 | Journal Article | LibreCat-ID: 24148
Ramaswamy A, Hüllermeier E. Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis. IEEE Transactions on Artificial Intelligence (to appear). Published online 2021.
LibreCat
 
[16]
2021 | Conference Paper | LibreCat-ID: 21478
Afifi H, Ramaswamy A, Karl H. Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor Networks. In: 2021 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN Symposium). Montreal, Canada; 2021.
LibreCat
 
[15]
2021 | Conference Paper | LibreCat-ID: 21479
Afifi H, Ramaswamy A, Karl H. A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. In: 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021). ; 2021.
LibreCat
 
[14]
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
LibreCat | DOI
 
[13]
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.
LibreCat
 
[12]
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.
LibreCat
 
[11]
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.
LibreCat
 
[10]
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.
LibreCat
 
[9]
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
LibreCat | Files available | DOI
 
[8]
2019 | Conference Paper | LibreCat-ID: 13443 | OA
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.
LibreCat | Files available | Download (ext.)
 
[7]
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.
LibreCat
 
[6]
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.
LibreCat
 
[5]
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.
LibreCat
 
[4]
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.
LibreCat
 
[3]
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.
LibreCat
 
[2]
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.
LibreCat
 
[1]
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.
LibreCat
 
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24 Publications

Mark all

[24]
2022 | Conference Paper | LibreCat-ID: 32811
Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. In: Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. ; 2022.
LibreCat
 
[23]
2022 | Conference Paper | LibreCat-ID: 30793
Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2022. doi:10.5220/0010845400003116
LibreCat | Files available | DOI
 
[22]
2022 | Preprint | LibreCat-ID: 30790
Redder A, Ramaswamy A, Karl H. Distributed gradient-based optimization in the presence of dependent  aperiodic communication. arXiv:220111343. Published online 2022.
LibreCat | arXiv
 
[21]
2022 | Preprint | LibreCat-ID: 30791
Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. arXiv:220100570. Published online 2022.
LibreCat | arXiv
 
[20]
2022 | Journal Article | LibreCat-ID: 32854
Redder A, Ramaswamy A, Karl H. Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine. 2022;55(13):133–138.
LibreCat | Files available
 
[19]
2021 | Journal Article | LibreCat-ID: 24142
Ramaswamy A, Bhatnagar S. Analyzing Approximate Value Iteration Algorithms. Mathematics of Operations Research (to appear). Published online 2021.
LibreCat
 
[18]
2021 | Journal Article | LibreCat-ID: 24143
Drees JP, Gupta P, Hüllermeier E, et al. Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! 14th ACM Workshop on Artificial Intelligence and Security. Published online 2021.
LibreCat
 
[17]
2021 | Journal Article | LibreCat-ID: 24148
Ramaswamy A, Hüllermeier E. Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis. IEEE Transactions on Artificial Intelligence (to appear). Published online 2021.
LibreCat
 
[16]
2021 | Conference Paper | LibreCat-ID: 21478
Afifi H, Ramaswamy A, Karl H. Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor Networks. In: 2021 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN Symposium). Montreal, Canada; 2021.
LibreCat
 
[15]
2021 | Conference Paper | LibreCat-ID: 21479
Afifi H, Ramaswamy A, Karl H. A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. In: 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021). ; 2021.
LibreCat
 
[14]
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
LibreCat | DOI
 
[13]
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.
LibreCat
 
[12]
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.
LibreCat
 
[11]
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.
LibreCat
 
[10]
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.
LibreCat
 
[9]
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
LibreCat | Files available | DOI
 
[8]
2019 | Conference Paper | LibreCat-ID: 13443 | OA
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.
LibreCat | Files available | Download (ext.)
 
[7]
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.
LibreCat
 
[6]
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.
LibreCat
 
[5]
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.
LibreCat
 
[4]
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.
LibreCat
 
[3]
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.
LibreCat
 
[2]
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.
LibreCat
 
[1]
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.
LibreCat
 
Marked Publication(s)

Search

Filter Publications

Display / Sort

Citation Style: AMA

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