451 citations · 2.2k across the 99 of their papers we have counts for
104 papers
LLMs learn different forms of metacognition when trained to predict their own accuracy
Nicolas Yax, Stefano Palminteri, Pierre-Yves Oudeyer
Large language models are trained to always produce an answer, regardless of whether they possess the relevant knowledge, which leads them to fabricate facts. Prior work has shown…
Application of curiosity driven exploration methods for hardware interference identification
Ludovic Matar, Clement Moulin-Frier, Pierre-Yves Oudeyer
The transition from single-core to multi-core architectures in safety-critical embedded systems introduces significant challenges due to inter-core interference caused by contentio…
The Artificial Experimentalist: Discovery and Control of Self-Organizing Phenomena with Autotelic Reinforcement Learning
Marko Cvjetko, Benedikt Hartl, Michael Levin +2
Existing methods for exploring cellular automata and other complex systems mostly operate in open loop: they set initial conditions, execute a full simulation, and observe the outc…
Discovering Adaptive Transmission Programs for Collective Innovation
Cédric Colas, Jérémy Perez, Eleni Nisioti +4
Human collective intelligence depends on transmission processes: who shares what with whom, how, and when. While these processes emerge from individual cognition, they can also be…
Curiosity and Metacognition: Towards a Unified Framework for Learning and Education in the Age of AI
Chloé Desvaux, Rania Abdelghani, Pierre-Yves Oudeyer +1
This chapter examines the relationship between curiosity and metacognition as critical drivers of autonomous and self-regulated learning. We synthesize recent research to propose a…
Teaching Students to Question the Machine: An AI Literacy Intervention Improves Students' Regulation of LLM Use in a Science Task
O. Clerc, R. Abdelghani, C. Desvaux +3
The rapid adoption of generative artificial intelligence (GenAI) in schools raises concerns about students' uncritical reliance on its outputs. Effective use of large language mode…