4 citations · 10 across the 8 of their papers we have counts for
3 papers · 1 filter
ACES: Generating Diverse Programming Puzzles with with Autotelic Generative Models
Julien Pourcel, Cédric Colas, Gaia Molinaro +2
The ability to invent novel and interesting problems is a remarkable feature of human intelligence that drives innovation, art, and science. We propose a method that aims to automa…
Augmenting Autotelic Agents with Large Language Models
Cédric Colas, Laetitia Teodorescu, Pierre-Yves Oudeyer +2
Humans learn to master open-ended repertoires of skills by imagining and practicing their own goals. This autotelic learning process, literally the pursuit of self-generated (auto)…
A Song of Ice and Fire: Analyzing Textual Autotelic Agents in ScienceWorld
Laetitia Teodorescu, Xingdi Yuan, Marc-Alexandre Côté +1
Building open-ended agents that can autonomously discover a diversity of behaviours is one of the long-standing goals of artificial intelligence. This challenge can be studied in t…