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Briti Gangopadhyay
Briti Gangopadhyay
AI Researcher at Sony R&D
在 iitkgp.ac.in 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
662019
Hierarchical Program-Triggered Reinforcement Learning Agents for Automated Driving
B Gangopadhyay, H Soora, P Dasgupta
IEEE Transactions on Intelligent Transportation Systems, 2021
322021
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
142022
Counterexample Guided RL Policy Refinement Using Bayesian Optimization
B Gangopadhyay, P Dasgupta
Advances in Neural Information Processing Systems 34, 22783-22794, 2021
92021
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
62021
Safety Augmentation in Decision Trees.
S Dey, P Dasgupta, B Gangopadhyay
AISafety@ IJCAI, 2020
32020
Refinement Of Reinforcement Learning Algorithms Guided By Counterexamples
B Gangopadhyay, S Vishnoi, P Dasgupta
2022 IEEE Women in Technology Conference (WINTECHCON), 1-6, 2022
22022
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
12023
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
12023
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
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