39 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Hugging FaceUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Evidence Based Research (United States)US1 paper
- FLOWERS: Flow: exploration, apprentissage et découverte dirigés par la curiositéFR1 paper
- Institut des Maladies NeurodégénérativesFR1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Institut Systèmes Intelligents et de RobotiqueFR1 paper
- Laboratoire Bordelais de Recherche en InformatiqueFR1 paper
- Open EvidenceES1 paper
- Sorbonne UniversitéFR1 paper
- Université d'AngersFR1 paper
- University of WaterlooCA1 paper
3 papers · 1 filter
WorldLLM: Improving LLMs' world modeling using curiosity-driven theory-making
Guillaume Levy, Cedric Colas, Pierre-Yves Oudeyer +2
Large Language Models (LLMs) possess general world knowledge but often struggle to generate precise predictions in structured, domain-specific contexts such as simulations. These l…
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces
Loris Gaven, Thomas Carta, Clément Romac +4
Open-ended learning agents must efficiently prioritize goals in vast possibility spaces, focusing on those that maximize learning progress (LP). When such autotelic exploration is…
Meta-Diversity Search in Complex Systems, A Recipe for Artificial Open-Endedness ?
Mayalen Etcheverry, Bert Wang-Chak Chan, Clément Moulin-Frier +1
Can we build an artificial system that would be able to generate endless surprises if ran "forever" in Minecraft? While there is not a single path toward solving that grand challen…