@inproceedingsRedder_Ramaswamy_Karl_2022, title=Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law, booktitle=Proceedings of the 58th Allerton Conference on Communication, Control, and Computing, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 

@inproceedingsRedder_Ramaswamy_Karl_2022, title=Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication, DOI=10.5220/0010845400003116, booktitle=Proceedings of the 14th International Conference on Agents and Artificial Intelligence, publisher=SCITEPRESS - Science and Technology Publications, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 

@articleRedder_Ramaswamy_Karl_2022, title=Distributed gradient-based optimization in the presence of dependent  aperiodic communication, journal=arXiv:2201.11343, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 

@articleRedder_Ramaswamy_Karl_2022, title=Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms, journal=arXiv:2201.00570, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 

@articleRedder_Ramaswamy_Karl_2022, title=Practical Network Conditions for the Convergence of Distributed Optimization, volume=55, number=13, journal=IFAC-PapersOnLine, publisher=Elsevier, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022, pages=133–138 

@articleRamaswamy_Bhatnagar_2021, title=Analyzing Approximate Value Iteration Algorithms, journal=Mathematics of Operations Research (to appear), author=Ramaswamy, Arunselvan and Bhatnagar, Shalabh, year=2021 

@articleDrees_Gupta_Hüllermeier_Jager_Konze_Priesterjahn_Ramaswamy_Somorovsky_2021, title=Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!, journal=14th ACM Workshop on Artificial Intelligence and Security, author=Drees, Jan Peter and Gupta, Pritha and Hüllermeier, Eyke and Jager, Tibor and Konze, Alexander and Priesterjahn, Claudia and Ramaswamy, Arunselvan and Somorovsky, Juraj, year=2021 

@articleRamaswamy_Hüllermeier_2021, title=Deep Q-Learning: Theoretical Insights from an Asymptotic Analysis, journal=IEEE Transactions on Artificial Intelligence (to appear), author=Ramaswamy, Arunselvan and Hüllermeier, Eyke, year=2021 

@inproceedingsAfifi_Ramaswamy_Karl_2021, place=Montreal, Canada, title=Reinforcement Learning for Autonomous Vehicle Movements in Wireless Sensor Networks, booktitle=2021 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium (IEEE ICC’21 - IoTSN Symposium), author=Afifi, Haitham and Ramaswamy, Arunselvan and Karl, Holger, year=2021 

@inproceedingsAfifi_Ramaswamy_Karl_2021, title=A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks, booktitle=2021 IEEE 18th Annual Consumer Communications \'26; Networking Conference (CCNC) (CCNC 2021), author=Afifi, Haitham and Ramaswamy, Arunselvan and Karl, Holger, year=2021 

@articleRamaswamy_Redder_Quevedo_2021, title=Distributed optimization over time-varying networks with stochastic information delays, DOI=10.1109/TAC.2021.3108492, journal=IEEE Transactions on Automatic Control, author=Ramaswamy, Arunselvan and Redder, Adrian and Quevedo, Daniel E., year=2021, pages=1–1 

@inproceedingsRamaswamy_2020, title=DSPG: Decentralized Simultaneous Perturbations Gradient Descent Scheme, booktitle=2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), author=Ramaswamy, Arunselvan, year=2020, pages=54–62 

@inproceedingsHeid_Ramaswamy_Hüllermeier_2020, title=Constrained Multi-Agent Optimization with Unbounded Information Delay, volume=26, booktitle=Proceedings-30. Workshop Computational Intelligence: Berlin, 26.-27. November 2020, author=Heid, Stefan Helmut and Ramaswamy, Arunselvan and Hüllermeier, Eyke, year=2020, pages=247 

@articleRamaswamy_Bhatnagar_Quevedo_2020, title=Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning, journal=IEEE Transactions on Automatic Control, publisher=IEEE, author=Ramaswamy, Arunselvan and Bhatnagar, Shalabh and Quevedo, Daniel E, year=2020 

@inproceedingsKönig_Malberg_Martens_Niehaus_Krohn-Grimberghe_Ramaswamy_2019, title=Multi-stage reinforcement learning for object detection, booktitle=Science and Information Conference, author=König, Jonas and Malberg, Simon and Martens, Martin and Niehaus, Sebastian and Krohn-Grimberghe, Artus and Ramaswamy, Arunselvan, year=2019, pages=178–191 

@articleLeong_Ramaswamy_Quevedo_Karl_Shi_2019, title=Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems, DOI=10.1016/j.automatica.2019.108759, number=108759, journal=Automatica, author=Leong, Alex S. and Ramaswamy, Arunselvan and Quevedo, Daniel E. and Karl, Holger and Shi, Ling, year=2019 

@inproceedingsRedder_Ramaswamy_Quevedo_2019, title=Deep reinforcement learning for scheduling in large-scale networked control systems, booktitle=Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, author=Redder, Adrian and Ramaswamy, Arunselvan and Quevedo, Daniel, year=2019 

@articleRamaswamy_Bhatnagar_2018, title=Stability of stochastic approximations with “controlled markov” noise and temporal difference learning, volume=64, number=6, journal=IEEE Transactions on Automatic Control, publisher=IEEE, author=Ramaswamy, Arunselvan and Bhatnagar, Shalabh, year=2018, pages=2614–2620 

@articleDemirel_Ramaswamy_Quevedo_Karl_2018, title=Deepcas: A deep reinforcement learning algorithm for control-aware scheduling, volume=2, number=4, journal=IEEE Control Systems Letters, publisher=IEEE, author=Demirel, Burak and Ramaswamy, Arunselvan and Quevedo, Daniel E and Karl, Holger, year=2018, pages=737–742 

@articleRamaswamy_Bhatnagar_2017, title=Analysis of gradient descent methods with nondiminishing bounded errors, volume=63, number=5, journal=IEEE Transactions on Automatic Control, publisher=IEEE, author=Ramaswamy, Arunselvan and Bhatnagar, Shalabh, year=2017, pages=1465–1471