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Pierre-Yves Oudeyer — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Pierre-Yves Oudeyer
28
papers ·
210
citations ·
16
h-index
Université de Bordeaux · Institut Polytechnique de Bordeaux
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Most-cited papers
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
2018 · 42 citations
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
2023 · 31 citations
Accuracy-based Curriculum Learning in Deep Reinforcement Learning
2018 · 24 citations
A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms
2019 · 24 citations
Causal Reinforcement Learning using Observational and Interventional Data
2021 · 23 citations
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments
2019 · 20 citations
Grounding Language to Autonomously-Acquired Skills via Goal Generation
2020 · 15 citations
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey
2020 · 8 citations
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL
2021 · 4 citations
GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning
2020 · 3 citations
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language
2022 · 2 citations
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning
2019 · 1 citations
SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents
2021 · 1 citations
HERAKLES: Hierarchical Skill Compilation for Open-ended LLM Agents
2025
WorldLLM: Improving LLMs' world modeling using curiosity-driven theory-making
2025
Top co-authors
C\'edric Colas
· 7
R\'emy Portelas
· 4
Cl\'ement Romac
· 3
Mohamed Chetouani
· 3
Alexander G. Schwing
· 1
Cédric Colas
· 1
Laure Soulier
· 1
Marc-Alexandre C\^ot\'e
· 1
Maxime Gasse
· 1
Mohamed Salim Aissi
· 1
Nicolas Thome
· 1
Thomas Wolf
· 1
Topics
Exploration
Meta-RL
Model-Based RL
Value-Based
Policy Gradient
Game AI
Safe RL
Multi-Agent
RLHF & Alignment
Offline RL