Sumanta Dey

According to our database, Sumanta Dey authored at least 12 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Certifying Learning-Enabled Autonomous Cyber Physical Systems - A Deployment Perspective.

Suraj Singh, Somnath Hazra, Sumanta Dey, Soumyajit Dey

Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

An Adaptive Interpretable Safe-RL Approach for Addressing Smart Grid Supply-Side Uncertainties.

Sumanta Dey, Praveen Verma, Pallab Dasgupta, Soumyajit Dey

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2024

MAGNets: Micro-Architectured Group Neural Networks.

Sumanta Dey, Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

P2BPO: Permeable Penalty Barrier-Based Policy Optimization for Safe RL.

Sumanta Dey, Pallab Dasgupta, Soumyajit Dey

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Imperative Action Masking for Safe Exploration in Reinforcement Learning.

Sumanta Dey, Sharat Bhat, Pallab Dasgupta, Soumyajit Dey

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023

Safe Reinforcement Learning through Phasic Safety-Oriented Policy Optimization.

Sumanta Dey, Pallab Dasgupta, Soumyajit Dey

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping.

Sumanta Dey, Anusha Mujumdar, Pallab Dasgupta, Soumyajit Dey

IEEE Trans. Netw. Serv. Manag., December, 2022

2020

Safety Augmentation in Decision Trees.

Sumanta Dey, Pallab Dasgupta, Briti Gangopadhyay

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

2019

Identification of Test Cases for Automated Driving Systems Using Bayesian Optimization.

Briti Gangopadhyay, Siddartha Khastgir, Sumanta Dey, Pallab Dasgupta, Giovanni Montana, Paul A. Jennings

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Bioinformatic analysis of envelope gene of the dengue type 3 prevalent in India from 2005 onwards and comparison with dengue type 1.

Sumanta Dey, Ashesh Nandy, Papiya Nandy, Sukhen Das

Int. J. Bioinform. Res. Appl., 2018

2017

A Bioinformatics approach to designing a Zika virus vaccine.

Sumanta Dey, Ashesh Nandy, Subhash C. Basak, Papiya Nandy, Sukhen Das

Comput. Biol. Chem., 2017

2015

Diversity and evolution of the envelope gene of dengue virus type 1 circulating in India in recent times.

Sumanta Dey, Ashesh Nandy, Papiya Nandy, Sukhen Das

Int. J. Bioinform. Res. Appl., 2015