Stochastic optimization of public transport schedules to reduce transfer waiting times. - Sofia Michel; Boris Chidlovskii (ISC2, 2016)

Running Tour Generation for Unknown Environments. - Jutta Willamowski; Stéphane Clinchant; Christophe Legras; Sofia Michel; Shreepriya Shreepriya (HCI (34), 2019)

On the Generalization of Neural Combinatorial Optimization Heuristics. - Sahil Manchanda; Sofia Michel; Darko Drakulic; Jean-Marc Andreoli (ECML/PKDD (5), 2022)

BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization. - Darko Drakulic; Sofia Michel; Florian Mai; Arnaud Sors; Jean-Marc Andreoli (NeurIPS, 2023)

BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization. - Darko Drakulic; Sofia Michel; Florian Mai; Arnaud Sors; Jean-Marc Andreoli (CoRR, 2023)

Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses. - Vassilissa Lehoux-Lebacque; Tomi Silander; Christelle Loiodice; Seungjoon Lee; Albert Wang; Sofia Michel (ECAI, 2024)

GOAL: A Generalist Combinatorial Optimization Agent Learner. - Darko Drakulic; Sofia Michel; Jean-Marc Andreoli (ICLR, 2025)