Laëtitia Matignon

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Publications

Citations

1.2K

H-Index

Active since

2006

Affiliations

Centre National de la Recherche Scientifique(Current)

Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies

École Nationale Supérieure de Mécanique et des Microtechniques

Université de Caen Normandie

Institut National des Sciences Appliquées de Lyon

Laëtitia Matignon is an author at Centre National de la Recherche Scientifique specializing in computer science, computing, and reinforcement learning.

ORCID

Publications per year

2006–2023

Publications

Independent reinforcement learners in cooperative Markov games: a survey regarding coordination problems

Laëtitia Matignon, Guillaume J. Laurent, Nadine Le Fort-Piat · The Knowledge Engineering Review · 2012 · 434 citations

Computing, Computer Science, Artificial Intelligence +14

Hysteretic Q-learning : an algorithm for Decentralized Reinforcement Learning in Cooperative Multi-Agent Teams

Laëtitia Matignon, Guillaume J. Laurent, Nadine Le Fort-Piat · 2007 · 197 citations

Computing, Autonomous Systems, Computer Science +12

Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes

Laëtitia Matignon, Laurent Jeanpierre, Abdel‐Illah Mouaddib · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 101 citations · Full text

Engineering, Computer Science, Robotics Engineering +16

The world of independent learners is not markovian

Guillaume J. Laurent, Laëtitia Matignon, Nadine Le Fort-Piat · International Journal of Knowledge-based and Intelligent Engineering Systems · 2011 · 98 citations

Computing, Computer Science, Artificial Intelligence +10

A survey on intrinsic motivation in reinforcement learning

Arthur Aubret, Laëtitia Matignon, Salima Hassas · arXiv (Cornell University) · 2019 · 92 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

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