Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Laetitia Matignon — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Laetitia Matignon
10
papers ·
112
citations ·
14
h-index
Université Claude Bernard Lyon 1 · Centre National de la Recherche Scientifique · Laboratoire d'Informatique en Images et Systèmes d'Information · Institut National des Sciences Appliquées de Lyon
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A survey on intrinsic motivation in reinforcement learning
2019 · 92 citations
An information-theoretic perspective on intrinsic motivation in reinforcement learning: a survey
2022 · 1 citations
ELSIM: End-to-end learning of reusable skills through intrinsic motivation
2020
DisTop: Discovering a Topological representation to learn diverse and rewarding skills
2021
Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation
2021
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning
2024
Top co-authors
Arthur Aubret
· 4
Salima Hassas
· 4
Christian Wolf
· 1
Erwan Escudie
· 1
Jacques Saraydaryan
· 1
Olivier Simonin
· 1
Pierre Marza
· 1
Topics
Exploration
Model-Based RL
Meta-RL
Multi-Agent
Value-Based
Policy Gradient