Soumyajit Dey
4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
AAAI (2)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
safe reinforcement learning
(2)
constraint satisfaction
(2)
policy optimization
(2)
adversarial robustness
(1)
visual perception
(1)
constraint optimization
(1)
constrained reinforcement learning
(1)
autonomous driving
(1)
reward maximization
(1)
black-box attack
(1)
safety constraint
(1)
attack detection
(1)
sparse network
(1)
penalty method
(1)
penalty barrier method
(1)
incremental penalty
(1)
model compression
(1)
penalty barrier
(1)
deep reinforcement learning
(1)
neural network pruning
(1)
Papers
AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems
WACV 2026
Incentivizing Safer Actions in Policy Optimization for Constrained Reinforcement Learning
IJCAI 2025
P2BPO: Permeable Penalty Barrier-Based Policy Optimization for Safe RL
AAAI 2024
Safety Aware Neural Pruning for Deep Reinforcement Learning (Student Abstract)
AAAI 2023