Aron Laszka

9 papers · 2020–2025 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🧬 Topic Evolution

🗃️ Keyword Collector (55) 📈 Trend Setter 🔥 Unstoppable · Bronze 🌈 Renaissance Researcher (5)

Venues

AAAI (4) IJCAI (3) ICLR (1) ICML (1)

Top co-authors

Abhishek Dubey (7) Amutheezan Sivagnanam (5) Ayan Mukhopadhyay (5) Philip Pugliese (5) Michael Wilbur (4) Samitha Samaranayake (4) Youngseo Kim (3) Danushka Edirimanna (3) Sophie Pavia (2) David Rogers (2)

Research topics

Mathematics & Optimization (5) Optimization (5) Artificial Intelligence (4) Core AI (4) Computer Science (3) Machine Learning (3) Applications (3) Learning Types (2) Deep Learning (1) Reinforcement Learning (1) Robotics (1) Application Areas (1) Capabilities (1) Learning Paradigms (1) Methods (1)

Keywords

vehicle routing (4) monte carlo tree search (2) reinforcement learning (2) combinatorial optimization (2) energy optimization (1) markov decision process (1) dynamic scheduling (1) integer programming (1) transformer (1) false positive (1) mixed integer programming (1) temporal abstraction (1) variational autoencoder (1) fraud detection (1) anytime algorithm (1) online optimization (1) intrusion detection (1) adversarial reinforcement learning (1) game-theoretic model (1) game theory (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 Principled Data-Driven Decision Support for Cyber-Forensic Investigations AAAI 2023 Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows AAAI 2023 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 Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning AAAI 2020