Ayan Mukhopadhyay
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Application Areas
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Clinical
(1)
Keywords
vehicle routing
(2)
vaccination optimization
(2)
reinforcement learning
(2)
transformer
(1)
temporal abstraction
(1)
dynamic scheduling
(1)
offline reinforcement learning
(1)
resource allocation
(1)
integer programming
(1)
integer linear programming
(1)
heuristic method
(1)
monte carlo tree search
(1)
anytime algorithm
(1)
variational autoencoder
(1)
online optimization
(1)
robust optimization
(1)
stochastic environment
(1)
healthcare intervention
(1)
vehicle routing problem
(1)
stochastic optimization
(1)
Papers
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
ICLR 2025
Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria
AAAI 2024
Deploying Mobility-On-Demand for All by Optimizing Paratransit Services
IJCAI 2024
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
ICML 2024
SmartTransit.AI: A Dynamic Paratransit and Microtransit Application
IJCAI 2024
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria
IJCAI 2022
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit
IJCAI 2022
Robust Spatial-Temporal Incident Prediction
UAI 2020