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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Mar 2024 SERC Institute for Infocomm Research Interpretable Policy Extraction with Neuro-Symbolic Reinforcement Learning Rajdeep Dutta, Qincheng Wang, Ankur Singh, Dhruv Kumarjiguda, Li Xiaoli, Senthilnath Jayavelu ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
21 Jan 2023 SERC Institute for Infocomm Research Tethered Multicopter Guidance in GPS-Denied Environments Through Reinforcement Learning Amer Al-Radaideh, Robert A. Selje, Daniel Coraspe, Efe Camci, Rajdeep Dutta, Liang Sun, Senthilnath Jayavelu, Xiaoli Li AIAA SCITECH 2023 Forum
30 Nov 2022 SERC Institute for Infocomm Research Extracting film thickness and optical constants from spectrophotometric data by evolutionary optimization Rajdeep Dutta, Siyu Isaac Parker Tian, Zhe Liu, Madhavkrishnan Lakshminarayanan, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Vijila Chellappan, Tonio Buonassisi, Senthilnath Jayavelu PLOS ONE
19 Nov 2022 SERC Institute for Infocomm Research A decentralized learning strategy to restore connectivity during multi-agent formation control Rajdeep Dutta, Harikumar Kandath, Senthilnath Jayavelu, Li Xiaoli, Suresh Sundaram, Daniel Pack Neurocomputing
5 Sep 2022 SERC Institute for Infocomm Research Optimal Connectivity during Multi-agent Consensus Dynamics via Model Predictive Control Harikumar Kandath, Rajdeep Dutta, J. Senthilnath 2022 American Control Conference (ACC)
6 Apr 2022 SERC Institute for Infocomm Research Capturing functional relations in fluid–structure interaction via machine learning Tejas Soni, Ashwani Sharma, Rajdeep Dutta, Annwesha Dutta, Senthilnath Jayavelu, Saikat Sarkar Royal Society Open Science
29 Dec 2021 SERC Institute for Infocomm Research GPS-Denied Three Dimensional Leader-Follower Formation Control Using Deep Reinforcement Learning Robert A. Selje, Amer Al-Radaideh, Rajdeep Dutta, Senthilnath Jayavelu, Xiao-Li Li, Liang Sun AIAA SCITECH 2022 Forum
8 Dec 2021 SERC Institute for Infocomm Research Comparing data driven and physics inspired models for hopping transport in organic field effect transistors Madhavkrishnan Lakshminarayanan, Rajdeep Dutta, D. V. Maheswar Repaka, Senthilnath Jayavelu, Wei Lin Leong, Kedar Hippalgaonkar Scientific Reports