Abhishek Dubey
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(12)
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
vehicle routing
(4)
combinatorial optimization
(2)
integer programming
(2)
reinforcement learning
(2)
monte carlo tree search
(1)
online optimization
(1)
dynamic scheduling
(1)
energy optimization
(1)
transformer
(1)
temporal abstraction
(1)
time window
(1)
anytime algorithm
(1)
variational autoencoder
(1)
heuristic method
(1)
electric vehicle
(1)
mixed integer programming
(1)
offline reinforcement learning
(1)
stochastic environment
(1)
metaheuristic algorithm
(1)
stochastic optimization
(1)
Papers
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
ICLR 2025
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
Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows
AAAI 2023
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
Minimizing Energy Use of Mixed-Fleet Public Transit for Fixed-Route Service
AAAI 2021