Loong Kuan Lee

2 accepted papers

2025

Hybrid Quantum-Classical Multi-Agent Pathfinding

Thore Gerlach, Loong Kuan Lee, Frederic BARBARESCO, Nico Piatkowski

ICML 2025poster

Multi-Agent Path Finding (MAPF) focuses on determining conflict-free paths for multiple agents navigating through a shared space to reach specified goal locations. This problem becomes computationally challenging, particularly when handling large numbers of agents, as frequently encountered in prac…

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2023

Computing Divergences between Discrete Decomposable Models

Loong Kuan Lee, Nico Piatkowski, François Petitjean, Geoffrey I. Webb

AAAI 2023technical

There are many applications that benefit from computing the exact divergence between 2 discrete probability measures, including machine learning. Unfortunately, in the absence of any assumptions on the structure or independencies within these distributions, computing the divergence between them is a…

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