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Sumanta Dey
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 8
Top Topics
Decision Trees
Partially Observable
Reinforcement Learning
Fitted Q Iteration
Top Venues
Int. J. Bioinform. Res. Appl.
IEEE Trans. Netw. Serv. Manag.
ITSC
SafeAI@AAAI
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Publications
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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)