Sumanta Dey

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Redescription Mining

Policy Gradient

Reinforcement Learning

Top Venues

Int. J. Bioinform. Res. Appl.

IEEE Trans. Netw. Serv. Manag.

Publications

Suraj Singh, Somnath Hazra, Sumanta Dey, Soumyajit Dey
Certifying Learning-Enabled Autonomous Cyber Physical Systems - A Deployment Perspective. VLSID (2024)
Sumanta Dey, Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey
MAGNets: Micro-Architectured Group Neural Networks. AAMAS (2024)
Sumanta Dey, Pallab Dasgupta, Soumyajit Dey
P2BPO: Permeable Penalty Barrier-Based Policy Optimization for Safe RL. AAAI (2024)
Sumanta Dey, Pallab Dasgupta, Soumyajit Dey
Safe Reinforcement Learning through Phasic Safety-Oriented Policy Optimization. SafeAI@AAAI (2023)
Sumanta Dey, Sharat Bhat, Pallab Dasgupta, Soumyajit Dey
Imperative Action Masking for Safe Exploration in Reinforcement Learning. EXTRAAMAS (2023)
Sumanta Dey, Anusha Mujumdar, Pallab Dasgupta, Soumyajit Dey
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Sumanta Dey, Pallab Dasgupta, Briti Gangopadhyay
Safety Augmentation in Decision Trees. AISafety@IJCAI (2020)
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)
Sumanta Dey, Ashesh Nandy, Papiya Nandy, Sukhen Das
Bioinformatic analysis of envelope gene of the dengue type 3 prevalent in India from 2005 onwards and comparison with dengue type 1. Int. J. Bioinform. Res. Appl. 14 (4) (2018)
Sumanta Dey, Ashesh Nandy, Subhash C. Basak, Papiya Nandy, Sukhen Das
A Bioinformatics approach to designing a Zika virus vaccine. Comput. Biol. Chem. 68 (2017)
Sumanta Dey, Ashesh Nandy, Papiya Nandy, Sukhen Das
Diversity and evolution of the envelope gene of dengue virus type 1 circulating in India in recent times. Int. J. Bioinform. Res. Appl. 11 (6) (2015)