Pallab Dasgupta
6 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π Keyword Champion
π
Conference Pioneer
Top co-authors
Research topics
Keywords
safe reinforcement learning
(2)
constraint satisfaction
(2)
policy optimization
(2)
reinforcement learning
(1)
constraint optimization
(1)
constrained reinforcement learning
(1)
bayesian optimization
(1)
reward maximization
(1)
filtering approach
(1)
safety constraint
(1)
sparse network
(1)
gradient-based update
(1)
non-parametric method
(1)
glottal closure instant
(1)
speech signal processing
(1)
voice analysis
(1)
policy refinement
(1)
penalty method
(1)
penalty barrier method
(1)
safety specification
(1)
Papers
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
Counterexample Guided RL Policy Refinement Using Bayesian Optimization
NeurIPS 2021
A Robust Non-Parametric and Filtering Based Approach for Glottal Closure Instant Detection
Interspeech 2016
Algorithms for Generating Ordered Solutions for Explicit AND/OR Structures: Extended Abstract
IJCAI 2013