Help Me Grow: Artificial Cognitive Development via Human-Agent Interactions Supported by New Interactive, Intrinsically Motivated Program Synthesis Methods.

Project Information

INTERACT

Grant agreement ID: 101065949

DOI

10.3030/101065949

EC signature date 1 August 2022

Start date 1 October 2022

End date 31 August 2026

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 276 681,60

Coordinated by

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Data Management Plan (1)

Data Management Plan

The Data Management Plan describes the data management life cyclefor all data sets that will be collected, processed or generated by the action. It is adocument describing what data will be collected, processed or generated andfollowing what methodology and standards, whether and how this data will beshared and/or made open, and how it will be curated and preserved.

Publications

Conference proceedings (10)

When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings

Author(s): Jérémy Perez, Grgur Kovač, Corentin Léger, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier
Published in: 2025
Publisher: ICLR 2025
DOI: 10.48550/ARXIV.2407.04503

Guiding Pretraining in Reinforcement Learning with Large Language Models

Author(s): Du, Yuqing; Watkins, Olivia; Wang, Zihan; Colas, Cédric; Darrell, Trevor; Abbeel, Pieter; Gupta, Abhishek; Andreas, Jacob
Published in: 2023
Publisher: ICML
DOI: 10.48550/ARXIV.2302.06692

ACES: Generating Diverse Programming Puzzles with with Autotelic Generative Models

Author(s): Julien Pourcel, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Laetitia Teodorescu
Published in: 2024
Publisher: NeurIPS 2024
DOI: 10.48550/ARXIV.2310.10692

Expedition & Expansion: Leveraging Semantic Representations for Goal-Directed Exploration in Continuous Cellular Automata

Author(s): Sina Khajehabdollahi, Gautier Hamon, Marko Cvjetko, Pierre-Yves Oudeyer, Clément Moulin-Frier, Cédric Colas
Published in: 2025
Publisher: ALife 2025
DOI: 10.48550/ARXIV.2509.03863

Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI

Author(s): Julien Pourcel, Cédric Colas, Pierre-Yves Oudeyer
Published in: 2025
Publisher: ICML 2025
DOI: 10.48550/ARXIV.2507.14172

Language and Experience: A Computational Model of Social Learning in Complex Tasks

Author(s): Cédric Colas, Tracey Mills, Ben Prystawski, Michael Henry Tessler, Noah Goodman, Jacob Andreas, Joshua Tenenbaum
Published in: 2025
Publisher: CogSci 2025
DOI: 10.48550/ARXIV.2509.00074

Augmenting Autotelic Agents with Large Language Models

Author(s): Cédric Colas, Laetitia Teodorescu, Pierre-Yves Oudeyer, Xingdi Yuan, Marc-Alexandre Côté
Published in: 2023
Publisher: CoLLAs
DOI: 10.48550/arXiv.2305.12487

Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning

Author(s): Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne Collins
Published in: 2024
Publisher: NeurIPS 2024
DOI: 10.31234/OSF.IO/5DTX3

MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces

Author(s): Loris Gaven, Thomas Carta, Clément Romac, Cédric Colas, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer
Published in: 2025
Publisher: ICML 2025
DOI: 10.48550/ARXIV.2502.07709

Goal Inference using Reward-Producing Programs in a Novel Physics Environment

Author(s): Davidson, Guy;Todd, Graham;Colas, CŽdric;Chu, Junyi;Togelius, Julian;Tenenbaum, Joshua B.;Gureckis, Todd M;Lake, Brenden
Published in: 2025
Publisher: CogSci 2025