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
A. Redder, A. Ramaswamy, and H. Karl, “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law,” presented at the 58th Allerton Conference on Communication, Control, and Computing, 2022.
LibreCat
 
[23]
2022 | Conference Paper | LibreCat-ID: 30793
A. Redder, A. Ramaswamy, and H. Karl, “Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication,” 2022, doi: 10.5220/0010845400003116.
LibreCat | Files available | DOI
 
[22]
2022 | Preprint | LibreCat-ID: 30790
A. Redder, A. Ramaswamy, and H. Karl, “Distributed gradient-based optimization in the presence of dependent  aperiodic communication,” arXiv:2201.11343. 2022.
LibreCat | arXiv
 
[21]
2022 | Preprint | LibreCat-ID: 30791
A. Redder, A. Ramaswamy, and H. Karl, “Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms,” arXiv:2201.00570. 2022.
LibreCat | arXiv
 
[20]
2022 | Journal Article | LibreCat-ID: 32854
A. Redder, A. Ramaswamy, and H. Karl, “Practical Network Conditions for the Convergence of Distributed Optimization,” IFAC-PapersOnLine, vol. 55, no. 13, pp. 133–138, 2022.
LibreCat | Files available
 
[19]
2021 | Journal Article | LibreCat-ID: 24142
A. Ramaswamy and S. Bhatnagar, “Analyzing Approximate Value Iteration Algorithms,” Mathematics of Operations Research (to appear), 2021.
LibreCat
 
[18]
2021 | Journal Article | LibreCat-ID: 24143
J. P. Drees et al., “Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!,” 14th ACM Workshop on Artificial Intelligence and Security, 2021.
LibreCat
 
[17]
2021 | Journal Article | LibreCat-ID: 24148
A. Ramaswamy and E. Hüllermeier, “Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis,” IEEE Transactions on Artificial Intelligence (to appear), 2021.
LibreCat
 
[16]
2021 | Conference Paper | LibreCat-ID: 21478
H. Afifi, A. Ramaswamy, and H. Karl, “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), 2021.
LibreCat
 
[15]
2021 | Conference Paper | LibreCat-ID: 21479
H. Afifi, A. Ramaswamy, and H. Karl, “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
A. Ramaswamy, A. Redder, and D. E. Quevedo, “Distributed optimization over time-varying networks with stochastic information delays,” IEEE Transactions on Automatic Control, pp. 1–1, 2021, doi: 10.1109/TAC.2021.3108492.
LibreCat | DOI
 
[13]
2020 | Conference Paper | LibreCat-ID: 24145
A. Ramaswamy, “DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme,” in 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2020, pp. 54–62.
LibreCat
 
[12]
2020 | Conference Paper | LibreCat-ID: 24146
S. H. Heid, A. Ramaswamy, and E. Hüllermeier, “Constrained Multi-Agent Optimization with Unbounded Information Delay,” in Proceedings-30. Workshop Computational Intelligence: Berlin, 26.-27. November 2020, 2020, vol. 26, p. 247.
LibreCat
 
[11]
2020 | Journal Article | LibreCat-ID: 24147
A. Ramaswamy, S. Bhatnagar, and D. E. Quevedo, “Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning,” IEEE Transactions on Automatic Control, 2020.
LibreCat
 
[10]
2019 | Conference Paper | LibreCat-ID: 24141
J. König, S. Malberg, M. Martens, S. Niehaus, A. Krohn-Grimberghe, and A. Ramaswamy, “Multi-stage reinforcement learning for object detection,” in Science and Information Conference, 2019, pp. 178–191.
LibreCat
 
[9]
2019 | Journal Article | LibreCat-ID: 15741
A. S. Leong, A. Ramaswamy, D. E. Quevedo, H. Karl, and L. Shi, “Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems,” Automatica, 2019.
LibreCat | Files available | DOI
 
[8]
2019 | Conference Paper | LibreCat-ID: 13443 | OA
A. Redder, A. Ramaswamy, and D. Quevedo, “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, 2019.
LibreCat | Files available | Download (ext.)
 
[7]
2018 | Journal Article | LibreCat-ID: 24150
A. Ramaswamy and S. Bhatnagar, “Stability of stochastic approximations with ‘controlled markov’ noise and temporal difference learning,” IEEE Transactions on Automatic Control, vol. 64, no. 6, pp. 2614–2620, 2018.
LibreCat
 
[6]
2018 | Journal Article | LibreCat-ID: 24151
B. Demirel, A. Ramaswamy, D. E. Quevedo, and H. Karl, “Deepcas: A deep reinforcement learning algorithm for control-aware scheduling,” IEEE Control Systems Letters, vol. 2, no. 4, pp. 737–742, 2018.
LibreCat
 
[5]
2017 | Journal Article | LibreCat-ID: 24152
A. Ramaswamy and S. Bhatnagar, “Analysis of gradient descent methods with nondiminishing bounded errors,” IEEE Transactions on Automatic Control, vol. 63, no. 5, pp. 1465–1471, 2017.
LibreCat
 
[4]
2017 | Journal Article | LibreCat-ID: 24153
A. Ramaswamy and S. Bhatnagar, “A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions,” Mathematics of Operations Research, vol. 42, no. 3, pp. 648–661, 2017.
LibreCat
 
[3]
2016 | Journal Article | LibreCat-ID: 24154
A. Ramaswamy and S. Bhatnagar, “Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem,” Stochastics, vol. 88, no. 8, pp. 1173–1187, 2016.
LibreCat
 
[2]
2014 | Journal Article | LibreCat-ID: 24155
M. Basavaraju, L. S. Chandran, D. Rajendraprasad, and A. Ramaswamy, “Rainbow connection number of graph power and graph products,” Graphs and Combinatorics, vol. 30, no. 6, pp. 1363–1382, 2014.
LibreCat
 
[1]
2014 | Journal Article | LibreCat-ID: 24156
M. Basavaraju, L. S. Chandran, D. Rajendraprasad, and A. Ramaswamy, “Rainbow connection number and radius,” Graphs and Combinatorics, vol. 30, no. 2, pp. 275–285, 2014.
LibreCat
 
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24 Publications

Mark all

[24]
2022 | Conference Paper | LibreCat-ID: 32811
A. Redder, A. Ramaswamy, and H. Karl, “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law,” presented at the 58th Allerton Conference on Communication, Control, and Computing, 2022.
LibreCat
 
[23]
2022 | Conference Paper | LibreCat-ID: 30793
A. Redder, A. Ramaswamy, and H. Karl, “Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication,” 2022, doi: 10.5220/0010845400003116.
LibreCat | Files available | DOI
 
[22]
2022 | Preprint | LibreCat-ID: 30790
A. Redder, A. Ramaswamy, and H. Karl, “Distributed gradient-based optimization in the presence of dependent  aperiodic communication,” arXiv:2201.11343. 2022.
LibreCat | arXiv
 
[21]
2022 | Preprint | LibreCat-ID: 30791
A. Redder, A. Ramaswamy, and H. Karl, “Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms,” arXiv:2201.00570. 2022.
LibreCat | arXiv
 
[20]
2022 | Journal Article | LibreCat-ID: 32854
A. Redder, A. Ramaswamy, and H. Karl, “Practical Network Conditions for the Convergence of Distributed Optimization,” IFAC-PapersOnLine, vol. 55, no. 13, pp. 133–138, 2022.
LibreCat | Files available
 
[19]
2021 | Journal Article | LibreCat-ID: 24142
A. Ramaswamy and S. Bhatnagar, “Analyzing Approximate Value Iteration Algorithms,” Mathematics of Operations Research (to appear), 2021.
LibreCat
 
[18]
2021 | Journal Article | LibreCat-ID: 24143
J. P. Drees et al., “Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!,” 14th ACM Workshop on Artificial Intelligence and Security, 2021.
LibreCat
 
[17]
2021 | Journal Article | LibreCat-ID: 24148
A. Ramaswamy and E. Hüllermeier, “Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis,” IEEE Transactions on Artificial Intelligence (to appear), 2021.
LibreCat
 
[16]
2021 | Conference Paper | LibreCat-ID: 21478
H. Afifi, A. Ramaswamy, and H. Karl, “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), 2021.
LibreCat
 
[15]
2021 | Conference Paper | LibreCat-ID: 21479
H. Afifi, A. Ramaswamy, and H. Karl, “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
A. Ramaswamy, A. Redder, and D. E. Quevedo, “Distributed optimization over time-varying networks with stochastic information delays,” IEEE Transactions on Automatic Control, pp. 1–1, 2021, doi: 10.1109/TAC.2021.3108492.
LibreCat | DOI
 
[13]
2020 | Conference Paper | LibreCat-ID: 24145
A. Ramaswamy, “DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme,” in 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2020, pp. 54–62.
LibreCat
 
[12]
2020 | Conference Paper | LibreCat-ID: 24146
S. H. Heid, A. Ramaswamy, and E. Hüllermeier, “Constrained Multi-Agent Optimization with Unbounded Information Delay,” in Proceedings-30. Workshop Computational Intelligence: Berlin, 26.-27. November 2020, 2020, vol. 26, p. 247.
LibreCat
 
[11]
2020 | Journal Article | LibreCat-ID: 24147
A. Ramaswamy, S. Bhatnagar, and D. E. Quevedo, “Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning,” IEEE Transactions on Automatic Control, 2020.
LibreCat
 
[10]
2019 | Conference Paper | LibreCat-ID: 24141
J. König, S. Malberg, M. Martens, S. Niehaus, A. Krohn-Grimberghe, and A. Ramaswamy, “Multi-stage reinforcement learning for object detection,” in Science and Information Conference, 2019, pp. 178–191.
LibreCat
 
[9]
2019 | Journal Article | LibreCat-ID: 15741
A. S. Leong, A. Ramaswamy, D. E. Quevedo, H. Karl, and L. Shi, “Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems,” Automatica, 2019.
LibreCat | Files available | DOI
 
[8]
2019 | Conference Paper | LibreCat-ID: 13443 | OA
A. Redder, A. Ramaswamy, and D. Quevedo, “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, 2019.
LibreCat | Files available | Download (ext.)
 
[7]
2018 | Journal Article | LibreCat-ID: 24150
A. Ramaswamy and S. Bhatnagar, “Stability of stochastic approximations with ‘controlled markov’ noise and temporal difference learning,” IEEE Transactions on Automatic Control, vol. 64, no. 6, pp. 2614–2620, 2018.
LibreCat
 
[6]
2018 | Journal Article | LibreCat-ID: 24151
B. Demirel, A. Ramaswamy, D. E. Quevedo, and H. Karl, “Deepcas: A deep reinforcement learning algorithm for control-aware scheduling,” IEEE Control Systems Letters, vol. 2, no. 4, pp. 737–742, 2018.
LibreCat
 
[5]
2017 | Journal Article | LibreCat-ID: 24152
A. Ramaswamy and S. Bhatnagar, “Analysis of gradient descent methods with nondiminishing bounded errors,” IEEE Transactions on Automatic Control, vol. 63, no. 5, pp. 1465–1471, 2017.
LibreCat
 
[4]
2017 | Journal Article | LibreCat-ID: 24153
A. Ramaswamy and S. Bhatnagar, “A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions,” Mathematics of Operations Research, vol. 42, no. 3, pp. 648–661, 2017.
LibreCat
 
[3]
2016 | Journal Article | LibreCat-ID: 24154
A. Ramaswamy and S. Bhatnagar, “Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem,” Stochastics, vol. 88, no. 8, pp. 1173–1187, 2016.
LibreCat
 
[2]
2014 | Journal Article | LibreCat-ID: 24155
M. Basavaraju, L. S. Chandran, D. Rajendraprasad, and A. Ramaswamy, “Rainbow connection number of graph power and graph products,” Graphs and Combinatorics, vol. 30, no. 6, pp. 1363–1382, 2014.
LibreCat
 
[1]
2014 | Journal Article | LibreCat-ID: 24156
M. Basavaraju, L. S. Chandran, D. Rajendraprasad, and A. Ramaswamy, “Rainbow connection number and radius,” Graphs and Combinatorics, vol. 30, no. 2, pp. 275–285, 2014.
LibreCat
 
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Citation Style: IEEE

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