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. (2022). Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. 58th Allerton Conference on Communication, Control, and Computing.
LibreCat
 
[23]
2022 | Conference Paper | LibreCat-ID: 30793
Redder, A., Ramaswamy, A., & Karl, H. (2022). Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. Proceedings of the 14th International Conference on Agents and Artificial Intelligence. https://doi.org/10.5220/0010845400003116
LibreCat | Files available | DOI
 
[22]
2022 | Preprint | LibreCat-ID: 30790
Redder, A., Ramaswamy, A., & Karl, H. (2022). Distributed gradient-based optimization in the presence of dependent  aperiodic communication. In arXiv:2201.11343.
LibreCat | arXiv
 
[21]
2022 | Preprint | LibreCat-ID: 30791
Redder, A., Ramaswamy, A., & Karl, H. (2022). Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. In arXiv:2201.00570.
LibreCat | arXiv
 
[20]
2022 | Journal Article | LibreCat-ID: 32854
Redder, A., Ramaswamy, A., & Karl, H. (2022). Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine, 55(13), 133–138.
LibreCat | Files available
 
[19]
2021 | Journal Article | LibreCat-ID: 24142
Ramaswamy, A., & Bhatnagar, S. (2021). Analyzing Approximate Value Iteration Algorithms. Mathematics of Operations Research (to Appear).
LibreCat
 
[18]
2021 | Journal Article | LibreCat-ID: 24143
Drees, J. P., Gupta, P., Hüllermeier, E., Jager, T., Konze, A., Priesterjahn, C., Ramaswamy, A., & Somorovsky, J. (2021). Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! 14th ACM Workshop on Artificial Intelligence and Security.
LibreCat
 
[17]
2021 | Journal Article | LibreCat-ID: 24148
Ramaswamy, A., & Hüllermeier, E. (2021). Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis. IEEE Transactions on Artificial Intelligence (to Appear).
LibreCat
 
[16]
2021 | Conference Paper | LibreCat-ID: 21478
Afifi, H., Ramaswamy, A., & Karl, H. (2021). 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.
LibreCat
 
[15]
2021 | Conference Paper | LibreCat-ID: 21479
Afifi, H., Ramaswamy, A., & Karl, H. (2021). A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. In 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021).
LibreCat
 
[14]
2021 | Journal Article | LibreCat-ID: 24140
Ramaswamy, A., Redder, A., & Quevedo, D. E. (2021). Distributed optimization over time-varying networks with stochastic information delays. IEEE Transactions on Automatic Control, 1–1. https://doi.org/10.1109/TAC.2021.3108492
LibreCat | DOI
 
[13]
2020 | Conference Paper | LibreCat-ID: 24145
Ramaswamy, A. (2020). DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme. 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 54–62.
LibreCat
 
[12]
2020 | Conference Paper | LibreCat-ID: 24146
Heid, S. H., Ramaswamy, A., & Hüllermeier, E. (2020). Constrained Multi-Agent Optimization with Unbounded Information Delay. Proceedings-30. Workshop Computational Intelligence: Berlin, 26.-27. November 2020, 26, 247.
LibreCat
 
[11]
2020 | Journal Article | LibreCat-ID: 24147
Ramaswamy, A., Bhatnagar, S., & Quevedo, D. E. (2020). Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning. IEEE Transactions on Automatic Control.
LibreCat
 
[10]
2019 | Conference Paper | LibreCat-ID: 24141
König, J., Malberg, S., Martens, M., Niehaus, S., Krohn-Grimberghe, A., & Ramaswamy, A. (2019). Multi-stage reinforcement learning for object detection. Science and Information Conference, 178–191.
LibreCat
 
[9]
2019 | Journal Article | LibreCat-ID: 15741
Leong, A. S., Ramaswamy, A., Quevedo, D. E., Karl, H., & Shi, L. (2019). Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems. Automatica. https://doi.org/10.1016/j.automatica.2019.108759
LibreCat | Files available | DOI
 
[8]
2019 | Conference Paper | LibreCat-ID: 13443 | OA
Redder, A., Ramaswamy, A., & Quevedo, D. (2019). 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. Chicago, USA.
LibreCat | Files available | Download (ext.)
 
[7]
2018 | Journal Article | LibreCat-ID: 24150
Ramaswamy, A., & Bhatnagar, S. (2018). Stability of stochastic approximations with “controlled markov” noise and temporal difference learning. IEEE Transactions on Automatic Control, 64(6), 2614–2620.
LibreCat
 
[6]
2018 | Journal Article | LibreCat-ID: 24151
Demirel, B., Ramaswamy, A., Quevedo, D. E., & Karl, H. (2018). Deepcas: A deep reinforcement learning algorithm for control-aware scheduling. IEEE Control Systems Letters, 2(4), 737–742.
LibreCat
 
[5]
2017 | Journal Article | LibreCat-ID: 24152
Ramaswamy, A., & Bhatnagar, S. (2017). Analysis of gradient descent methods with nondiminishing bounded errors. IEEE Transactions on Automatic Control, 63(5), 1465–1471.
LibreCat
 
[4]
2017 | Journal Article | LibreCat-ID: 24153
Ramaswamy, A., & Bhatnagar, S. (2017). A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions. Mathematics of Operations Research, 42(3), 648–661.
LibreCat
 
[3]
2016 | Journal Article | LibreCat-ID: 24154
Ramaswamy, A., & Bhatnagar, S. (2016). Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem. Stochastics, 88(8), 1173–1187.
LibreCat
 
[2]
2014 | Journal Article | LibreCat-ID: 24155
Basavaraju, M., Chandran, L. S., Rajendraprasad, D., & Ramaswamy, A. (2014). Rainbow connection number of graph power and graph products. Graphs and Combinatorics, 30(6), 1363–1382.
LibreCat
 
[1]
2014 | Journal Article | LibreCat-ID: 24156
Basavaraju, M., Chandran, L. S., Rajendraprasad, D., & Ramaswamy, A. (2014). Rainbow connection number and radius. Graphs and Combinatorics, 30(2), 275–285.
LibreCat
 
Marked Publication(s)

Search

Filter Publications

Display / Sort

Citation Style: APA

Export / Embed

24 Publications

Mark all

[24]
2022 | Conference Paper | LibreCat-ID: 32811
Redder, A., Ramaswamy, A., & Karl, H. (2022). Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. 58th Allerton Conference on Communication, Control, and Computing.
LibreCat
 
[23]
2022 | Conference Paper | LibreCat-ID: 30793
Redder, A., Ramaswamy, A., & Karl, H. (2022). Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. Proceedings of the 14th International Conference on Agents and Artificial Intelligence. https://doi.org/10.5220/0010845400003116
LibreCat | Files available | DOI
 
[22]
2022 | Preprint | LibreCat-ID: 30790
Redder, A., Ramaswamy, A., & Karl, H. (2022). Distributed gradient-based optimization in the presence of dependent  aperiodic communication. In arXiv:2201.11343.
LibreCat | arXiv
 
[21]
2022 | Preprint | LibreCat-ID: 30791
Redder, A., Ramaswamy, A., & Karl, H. (2022). Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. In arXiv:2201.00570.
LibreCat | arXiv
 
[20]
2022 | Journal Article | LibreCat-ID: 32854
Redder, A., Ramaswamy, A., & Karl, H. (2022). Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine, 55(13), 133–138.
LibreCat | Files available
 
[19]
2021 | Journal Article | LibreCat-ID: 24142
Ramaswamy, A., & Bhatnagar, S. (2021). Analyzing Approximate Value Iteration Algorithms. Mathematics of Operations Research (to Appear).
LibreCat
 
[18]
2021 | Journal Article | LibreCat-ID: 24143
Drees, J. P., Gupta, P., Hüllermeier, E., Jager, T., Konze, A., Priesterjahn, C., Ramaswamy, A., & Somorovsky, J. (2021). Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! 14th ACM Workshop on Artificial Intelligence and Security.
LibreCat
 
[17]
2021 | Journal Article | LibreCat-ID: 24148
Ramaswamy, A., & Hüllermeier, E. (2021). Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis. IEEE Transactions on Artificial Intelligence (to Appear).
LibreCat
 
[16]
2021 | Conference Paper | LibreCat-ID: 21478
Afifi, H., Ramaswamy, A., & Karl, H. (2021). 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.
LibreCat
 
[15]
2021 | Conference Paper | LibreCat-ID: 21479
Afifi, H., Ramaswamy, A., & Karl, H. (2021). A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks. In 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021).
LibreCat
 
[14]
2021 | Journal Article | LibreCat-ID: 24140
Ramaswamy, A., Redder, A., & Quevedo, D. E. (2021). Distributed optimization over time-varying networks with stochastic information delays. IEEE Transactions on Automatic Control, 1–1. https://doi.org/10.1109/TAC.2021.3108492
LibreCat | DOI
 
[13]
2020 | Conference Paper | LibreCat-ID: 24145
Ramaswamy, A. (2020). DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme. 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 54–62.
LibreCat
 
[12]
2020 | Conference Paper | LibreCat-ID: 24146
Heid, S. H., Ramaswamy, A., & Hüllermeier, E. (2020). Constrained Multi-Agent Optimization with Unbounded Information Delay. Proceedings-30. Workshop Computational Intelligence: Berlin, 26.-27. November 2020, 26, 247.
LibreCat
 
[11]
2020 | Journal Article | LibreCat-ID: 24147
Ramaswamy, A., Bhatnagar, S., & Quevedo, D. E. (2020). Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning. IEEE Transactions on Automatic Control.
LibreCat
 
[10]
2019 | Conference Paper | LibreCat-ID: 24141
König, J., Malberg, S., Martens, M., Niehaus, S., Krohn-Grimberghe, A., & Ramaswamy, A. (2019). Multi-stage reinforcement learning for object detection. Science and Information Conference, 178–191.
LibreCat
 
[9]
2019 | Journal Article | LibreCat-ID: 15741
Leong, A. S., Ramaswamy, A., Quevedo, D. E., Karl, H., & Shi, L. (2019). Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems. Automatica. https://doi.org/10.1016/j.automatica.2019.108759
LibreCat | Files available | DOI
 
[8]
2019 | Conference Paper | LibreCat-ID: 13443 | OA
Redder, A., Ramaswamy, A., & Quevedo, D. (2019). 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. Chicago, USA.
LibreCat | Files available | Download (ext.)
 
[7]
2018 | Journal Article | LibreCat-ID: 24150
Ramaswamy, A., & Bhatnagar, S. (2018). Stability of stochastic approximations with “controlled markov” noise and temporal difference learning. IEEE Transactions on Automatic Control, 64(6), 2614–2620.
LibreCat
 
[6]
2018 | Journal Article | LibreCat-ID: 24151
Demirel, B., Ramaswamy, A., Quevedo, D. E., & Karl, H. (2018). Deepcas: A deep reinforcement learning algorithm for control-aware scheduling. IEEE Control Systems Letters, 2(4), 737–742.
LibreCat
 
[5]
2017 | Journal Article | LibreCat-ID: 24152
Ramaswamy, A., & Bhatnagar, S. (2017). Analysis of gradient descent methods with nondiminishing bounded errors. IEEE Transactions on Automatic Control, 63(5), 1465–1471.
LibreCat
 
[4]
2017 | Journal Article | LibreCat-ID: 24153
Ramaswamy, A., & Bhatnagar, S. (2017). A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions. Mathematics of Operations Research, 42(3), 648–661.
LibreCat
 
[3]
2016 | Journal Article | LibreCat-ID: 24154
Ramaswamy, A., & Bhatnagar, S. (2016). Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem. Stochastics, 88(8), 1173–1187.
LibreCat
 
[2]
2014 | Journal Article | LibreCat-ID: 24155
Basavaraju, M., Chandran, L. S., Rajendraprasad, D., & Ramaswamy, A. (2014). Rainbow connection number of graph power and graph products. Graphs and Combinatorics, 30(6), 1363–1382.
LibreCat
 
[1]
2014 | Journal Article | LibreCat-ID: 24156
Basavaraju, M., Chandran, L. S., Rajendraprasad, D., & Ramaswamy, A. (2014). Rainbow connection number and radius. Graphs and Combinatorics, 30(2), 275–285.
LibreCat
 
Marked Publication(s)

Search

Filter Publications

Display / Sort

Citation Style: APA

Export / Embed