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2020 – today
- 2024
[c7]Sumanta Dey, Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey:
MAGNets: Micro-Architectured Group Neural Networks. AAMAS 2024: 2650-2658- [i4]Briti Gangopadhyay, Zhao Wang, Jia-Fong Yeh, Shingo Takamatsu:
Integrating Domain Knowledge for handling Limited Data in Offline RL. CoRR abs/2406.07041 (2024) - [i3]Zhao Wang, Briti Gangopadhyay, Jia-Fong Yeh, Shingo Takamatsu:
Augmenting Offline RL with Unlabeled Data. CoRR abs/2406.07117 (2024) - 2023
- [j3]Briti Gangopadhyay
, Pallab Dasgupta, Soumyajit Dey:
Safe and Stable RL (S2RL) Driving Policies Using Control Barrier and Control Lyapunov Functions. IEEE Trans. Intell. Veh. 8(2): 1889-1899 (2023) - [c6]Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey:
Safety Aware Neural Pruning for Deep Reinforcement Learning (Student Abstract). AAAI 2023: 16212-16213 - [c5]Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey:
Counterexample-Guided Policy Refinement in Multi-Agent Reinforcement Learning. AAMAS 2023: 1606-1614 - 2022
- [j2]Briti Gangopadhyay, Harshit Soora, Pallab Dasgupta:
Hierarchical Program-Triggered Reinforcement Learning Agents for Automated Driving. IEEE Trans. Intell. Transp. Syst. 23(8): 10902-10911 (2022) - [c4]Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey:
PruVer: Verification Assisted Pruning for Deep Reinforcement Learning. PRICAI (1) 2022: 137-149 - 2021
- [j1]Briti Gangopadhyay, Somnath Hazra, Pallab Dasgupta:
Semi-lexical languages: a formal basis for using domain knowledge to resolve ambiguities in deep-learning based computer vision. Pattern Recognit. Lett. 152: 143-149 (2021) - [c3]Briti Gangopadhyay, Pallab Dasgupta:
Counterexample Guided RL Policy Refinement Using Bayesian Optimization. NeurIPS 2021: 22783-22794 - [i2]Briti Gangopadhyay, Harshit Soora, Pallab Dasgupta:
Hierarchical Program-Triggered Reinforcement Learning Agents For Automated Driving. CoRR abs/2103.13861 (2021) - 2020
- [c2]Sumanta Dey, Pallab Dasgupta, Briti Gangopadhyay:
Safety Augmentation in Decision Trees. AISafety@IJCAI 2020 - [i1]Briti Gangopadhyay, Somnath Hazra, Pallab Dasgupta:
Semi-Lexical Languages - A Formal Basis for Unifying Machine Learning and Symbolic Reasoning in Computer Vision. CoRR abs/2004.12152 (2020)
2010 – 2019
- 2019
- [c1]Briti Gangopadhyay, Siddartha Khastgir, Sumanta Dey, Pallab Dasgupta, Giovanni Montana, Paul A. Jennings:
Identification of Test Cases for Automated Driving Systems Using Bayesian Optimization. ITSC 2019: 1961-1967
Coauthor Index
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