Amutheezan Sivagnanam

5 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🌈 Renaissance Researcher (5)

Venues

IJCAI (3) AAAI (1) ICML (1)

Top co-authors

Aron Laszka (5) Abhishek Dubey (5) Ayan Mukhopadhyay (4) Philip Pugliese (4) Samitha Samaranayake (3) Michael Wilbur (3) Danushka Edirimanna (2) Sophie Pavia (2) Youngseo Kim (2) David Rogers (2)

Research topics

Mathematics & Optimization (4) Optimization (4) Artificial Intelligence (1) Computer Science (1) Machine Learning (1) Reinforcement Learning (1) Robotics (1) Application Areas (1) Applications (1) Capabilities (1) Core AI (1) Methods (1)

Keywords

vehicle routing (3) reinforcement learning (2) dynamic scheduling (1) online optimization (1) mixed integer programming (1) integer programming (1) energy optimization (1) anytime algorithm (1) electric vehicle (1) metaheuristic algorithm (1) vehicle routing problem (1) route optimization (1) actor critic (1) paratransit optimization (1) on-demand transit (1) ride-sharing service (1) transit service (1) ridepooling algorithm (1) microtransit service (1) paratransit service (1)

Papers

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 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