Sofia Michel

11 papers A* 2A 2Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
GOAL: A Generalist Combinatorial Optimization Agent Learner.
ICLR
Darko Drakulic, Sofia Michel, Jean-Marc Andreoli
2025 A conf
Learning to Solve the Multi-Agent Task Assignment Problem for Automated Data Centers.
IROS
Christelle Loiodice, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli
2024 J jnl
GOAL: A Generalist Combinatorial Optimization Agent Learner.
CoRR
Darko Drakulic, Sofia Michel, Jean-Marc Andreoli
2024 A conf
Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses.
ECAI
Vassilissa Lehoux-Lebacque, Tomi Silander, Christelle Loiodice, Seungjoon Lee, Albert Wang, Sofia Michel
2024 J jnl
Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses.
CoRR
Vassilissa Lehoux-Lebacque, Tomi Silander, Christelle Loiodice, Seungjoon Lee, Albert Wang, Sofia Michel
2023 A* conf
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization.
NeurIPS
Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli
2023 J jnl
BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization.
CoRR
Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli
2022 — conf
On the Generalization of Neural Combinatorial Optimization Heuristics.
ECML/PKDD (5)
Sahil Manchanda, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli
2022 J jnl
On the Generalization of Neural Combinatorial Optimization Heuristics.
CoRR
Sahil Manchanda, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli
2019 — conf
Running Tour Generation for Unknown Environments.
HCI (34)
Jutta Willamowski, Stéphane Clinchant, Christophe Legras, Sofia Michel, Shreepriya Shreepriya
2016 — conf
Stochastic optimization of public transport schedules to reduce transfer waiting times.
ISC2
Sofia Michel, Boris Chidlovskii