Identification of test cases for automated driving systems using bayesian optimization B Gangopadhyay, S Khastgir, S Dey, P Dasgupta, G Montana, P Jennings 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1961-1967, 2019 | 66 | 2019 |
Hierarchical Program-Triggered Reinforcement Learning Agents for Automated Driving B Gangopadhyay, H Soora, P Dasgupta IEEE Transactions on Intelligent Transportation Systems, 2021 | 32 | 2021 |
Safe and Stable RL (S2RL) Driving Policies Using Control Barrier and Control Lyapunov Functions B Gangopadhyay, P Dasgupta, S Dey IEEE Transactions on Intelligent Vehicles ( Early Access ), 2022 | 14 | 2022 |
Counterexample Guided RL Policy Refinement Using Bayesian Optimization B Gangopadhyay, P Dasgupta Advances in Neural Information Processing Systems 34, 22783-22794, 2021 | 9 | 2021 |
Semi-lexical languages: a formal basis for using domain knowledge to resolve ambiguities in deep-learning based computer vision B Gangopadhyay, S Hazra, P Dasgupta Pattern Recognition Letters 152, 143-149, 2021 | 6 | 2021 |
Safety Augmentation in Decision Trees. S Dey, P Dasgupta, B Gangopadhyay AISafety@ IJCAI, 2020 | 3 | 2020 |
Refinement Of Reinforcement Learning Algorithms Guided By Counterexamples B Gangopadhyay, S Vishnoi, P Dasgupta 2022 IEEE Women in Technology Conference (WINTECHCON), 1-6, 2022 | 2 | 2022 |
Safety aware neural pruning for deep reinforcement learning (student abstract) B Gangopadhyay, P Dasgupta, S Dey Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16212 …, 2023 | 1 | 2023 |
Counterexample-Guided Policy Refinement in Multi-Agent Reinforcement Learning B Gangopadhyay, P Dasgupta, S Dey Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 1 | 2023 |
Augmenting Offline RL with Unlabeled Data Z Wang, B Gangopadhyay, JF Yeh, S Takamatsu arXiv preprint arXiv:2406.07117, 2024 | | 2024 |
Integrating Domain Knowledge for handling Limited Data in Offline RL B Gangopadhyay, Z Wang, JF Yeh, S Takamatsu arXiv e-prints, arXiv: 2406.07041, 2024 | | 2024 |
MAGNets: Micro-Architectured Group Neural Networks S Dey, B Gangopadhyay, P Dasgupta, S Dey Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | | 2024 |
PruVer: Verification Assisted Pruning for Deep Reinforcement Learning B Gangopadhyay, P Dasgupta, S Dey Pacific Rim International Conference on Artificial Intelligence, 137-149, 2023 | | 2023 |
Cross Border Data Flow Governance in Storage Cloud Leveraging Deep Learning Techniques B Gangopadhyay, V Jetla, SR Patil, H Pancha, K Gildea, C Zetie 2018 IEEE International Conference on Cloud Computing in Emerging Markets …, 2018 | | 2018 |
FORMAL METHODS FOR MACHINE LEARNED SYSTEMS B Gangopadhyay | | |