Gaia Molinaro

According to our database, Gaia Molinaro authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Toward Human-AI Complementarity Across Diverse Tasks.

Yuzheng Xu, Annya Dahmani, Matthew D. Blanchard, Niclas Dern, Edy Nastase, Francesca Bianco, Maja Pavlovic, Sukanya Krishna, Eric Modesitt, Miranda Anna Christ, Arth Singh, Gaia Molinaro, Sikata Bela Sengupta, Jaji Pamarthi, Arjun Menon, Rishub Jain

CoRR, May, 2026

Language Model Goal Selection Differs from Humans' in an Open-Ended Task.

Gaia Molinaro, Dave August, Danielle Perszyk, Anne G. E. Collins

CoRR, March, 2026

2025

Reward function compression facilitates goal-dependent reinforcement learning.

Gaia Molinaro, Anne G. E. Collins

CoRR, September, 2025

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

Jérémy Perez, Grgur Kovac, Corentin Léger, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

When 0 is good: instrumental learning with counterintuitive goals decreases working memory engagement.

Ti-Fen Pan, Gaia Molinaro, Anne G. E. Collins

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions.

Jérémy Perez, Corentin Léger, Grgur Kovac, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier

CoRR, 2024

ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models.

Julien Pourcel, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Laetitia Teodorescu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning.

Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne Collins

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

What Should I Do Now? Goal-Centric Outlooks on Learning, Exploration, and Communication.

Cédric Colas, Junyi Chu, Gaia Molinaro, Robert Hawkins

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

2023

Human hacks and bugs in the recruitment of reward systems for goal achievement.

Gaia Molinaro, Anne G. E. Collins

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

A reinforcement learning framework for information-seeking and information-avoidance.

Irene Cogliati Dezza, Gaia Molinaro, Tom Verguts

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023