Jean-Marc Andreoli

Researcher, Naver Labs Europe

Joined

January 2021

Names

Jean-Marc Andreoli (Preferred)

Emails

****@naverlabs.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Naver Labs Europe (naverlabs.com)

2017 – Present

Researcher

Xerox Research Centre Europe, Xerox (xrce.xerox.com)

1993 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Neural Combinatorial Optimisation

2019 – Present

Structured time series prediction

2012 – 2022

Publications

GOAL: A Generalist Combinatorial Optimization Agent Learner
Darko Drakulic, Sofia Michel, Jean-Marc Andreoli
- ICLR 2025
- Readers: Everyone
Learning to Solve the Multi-Agent Task Assignment Problem for Automated Data Centers
Christelle Loiodice, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli
- IROS 2025
- Readers: Everyone
GOAL: A Generalist Combinatorial Optimization Agent Learner
Darko Drakulic, Sofia Michel, Jean-Marc Andreoli
- ICLR 2025 Poster
- Readers: Everyone
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization
Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli
- NeurIPS 2023 poster
- Readers: Everyone
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization
Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli
- NeurIPS 2023
- Readers: Everyone
BQ-NCO: Bisimulation Quotienting for Generalizable Neural Combinatorial Optimization
Darko Drakulic, Sofia Michel, Florian Mai, Arnaud Sors, Jean-Marc Andreoli
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Structured Time Series Prediction without Structural Prior
Darko Drakulic, Jean-Marc Andreoli
- CoRR 2022
- Readers: Everyone
On the Generalization of Neural Combinatorial Optimization Heuristics
Sahil Manchanda, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli
- Published: 01 Jan 2022, Last Modified: 18 May 2023
- ECML/PKDD (5) 2022
- Readers: Everyone
Convolution is outer product
Jean-Marc Andreoli
- CoRR 2019
- Readers: Everyone
Global Autoregressive Models for Data-Efficient Sequence Learning
Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman
- 2019 (modified: 06 Aug 2022)
- CoNLL 2019
- Readers: Everyone

View all 13 publications