Sofia Michel

According to our database, Sofia Michel authored at least 7 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GOAL: A Generalist Combinatorial Optimization Agent Learner.

Darko Drakulic, Sofia Michel, Jean-Marc Andreoli

CoRR, 2024

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

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization.

Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli

CoRR, 2023

BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization.

Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

On the Generalization of Neural Combinatorial Optimization Heuristics.

Sahil Manchanda, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2019

Running Tour Generation for Unknown Environments.

Jutta Willamowski, Stéphane Clinchant, Christophe Legras, Sofia Michel, Shreepriya Shreepriya

Proceedings of the HCI International 2019 - Posters - 21st International Conference, 2019

2016

Stochastic optimization of public transport schedules to reduce transfer waiting times.

Sofia Michel, Boris Chidlovskii

Proceedings of the IEEE International Smart Cities Conference, 2016