Gaia Molinaro

Senior Applied Scientist

出版物

表示方法:

- Language model goal selection differs from humans’ in a self-driven learning task
  
  Gaia Molinaro, Dave August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS | December 2026, 巻39
  
  Publication
- Reward function compression facilitates goal-dependent reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Nature Communications | October 2026
  
  Publication
- Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science
  
  Gaia Molinaro, Anne G. E. Collins, Pierre-Yves Oudeyer, Cédric Colas
  
  Current Opinion in Behavioral Sciences | September 2026
  
  Publication
- Investigating the role of task representation switch costs in goal persistence
  
  Gaia Molinaro, Aly Lidayan, Anne G. E. Collins
  
  CogSci | July 2026, 巻48: pp. 1409-1416
  
  Publication
- The Cultural Evolution of Human Goals
  
  Jérémy Perez, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Maxime Derex, Clément Moulin-Frier
  
  Topics in Cognitive Science | July 2026
  
  Publication
- Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task
  
  Gaia Molinaro, David August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS 2026 | February 2026
  
  Publication
- When 0 is good: instrumental learning with counterintuitive goals decreases working memory engagement
  
  Ti-Fen Pan, Gaia Molinaro, Anne G. E. Collins
  
  CogSci | July 2025, 巻47: pp. 643-649
  
  Publication
- Spontaneous thought as play: the value of fictional goals in the default mode network
  
  Gaia Molinaro, Moshe Bar
  
  Current Opinion in Behavioral Sciences | June 2025, 巻63: pp. 101504
  
  Publication
- When LLMs play the telephone game: Cumulative changes and attractors in iterated cultural transmissions
  
  Jérémy Perez, Grgur Kovač, Corentin Léger, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier
  
  ICLR | April 2025
  
  Publication
- ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
  
  Julien Pourcel, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Laetitia Teodorescu
  
  NeurIPS | December 2024, 巻37
  
  Publication
- Latent learning progress drives autonomous goal selection in human reinforcement learning
  
  Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne G. E. Collins
  
  NeurIPS | December 2024, 巻37
  
  Publication
- What should I do now? Goal-centric outlooks on learning, exploration, and communication
  
  Cédric Colas, Junyi Chu, Gaia Molinaro, Robert Hawkins
  
  CogSci | July 2024, 巻46: pp. 24-25
  
  Publication
- A goal-centric outlook on learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Trends in Cognitive Sciences | December 2023, 巻27(12): pp. 1150–1164
  
  Publication
- Multifaceted information-seeking motives in children
  
  Gaia Molinaro, Irene Cogliati Dezza, Sarah Katharina Bühler, Christina Moutsiana, Tali Sharot
  
  Nature Communications | September 2023, 巻14(1): pp. 5505
  
  Publication
- A reinforcement learning framework for information-seeking and information-avoidance
  
  Irene Cogliati Dezza, Gaia Molinaro, Tom Verguts
  
  CogSci | July 2023, 巻45
  
  Publication
- Human hacks and bugs in the recruitment of reward systems for goal achievement
  
  Gaia Molinaro, Anne G. E. Collins
  
  CogSci | July 2023, 巻45
  
  Publication
- Intrinsic rewards explain context-sensitive valuation in reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  PLOS Biology | July 2023, 巻21(7): pp. e3002201
  
  Publication

- Language model goal selection differs from humans’ in a self-driven learning task
  
  Gaia Molinaro, Dave August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS | December 2026, 巻39
  
  Publication
- Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science
  
  Gaia Molinaro, Anne G. E. Collins, Pierre-Yves Oudeyer, Cédric Colas
  
  Current Opinion in Behavioral Sciences | September 2026
  
  Publication
- Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task
  
  Gaia Molinaro, David August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS 2026 | February 2026
  
  Publication
- When LLMs play the telephone game: Cumulative changes and attractors in iterated cultural transmissions
  
  Jérémy Perez, Grgur Kovač, Corentin Léger, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier
  
  ICLR | April 2025
  
  Publication
- Latent learning progress drives autonomous goal selection in human reinforcement learning
  
  Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne G. E. Collins
  
  NeurIPS | December 2024, 巻37
  
  Publication
- ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
  
  Julien Pourcel, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Laetitia Teodorescu
  
  NeurIPS | December 2024, 巻37
  
  Publication
- Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task
  
  Gaia Molinaro, David August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS 2026 | February 2026
  
  Publication
- Reward function compression facilitates goal-dependent reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Nature Communications | October 2026
  
  Publication
- ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
  
  Julien Pourcel, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Laetitia Teodorescu
  
  NeurIPS | December 2024, 巻37
  
  Publication
- Reward function compression facilitates goal-dependent reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Nature Communications | October 2026
  
  Publication
- Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science
  
  Gaia Molinaro, Anne G. E. Collins, Pierre-Yves Oudeyer, Cédric Colas
  
  Current Opinion in Behavioral Sciences | September 2026
  
  Publication
- Investigating the role of task representation switch costs in goal persistence
  
  Gaia Molinaro, Aly Lidayan, Anne G. E. Collins
  
  CogSci | July 2026, 巻48: pp. 1409-1416
  
  Publication
- The Cultural Evolution of Human Goals
  
  Jérémy Perez, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Maxime Derex, Clément Moulin-Frier
  
  Topics in Cognitive Science | July 2026
  
  Publication
- When 0 is good: instrumental learning with counterintuitive goals decreases working memory engagement
  
  Ti-Fen Pan, Gaia Molinaro, Anne G. E. Collins
  
  CogSci | July 2025, 巻47: pp. 643-649
  
  Publication
- Spontaneous thought as play: the value of fictional goals in the default mode network
  
  Gaia Molinaro, Moshe Bar
  
  Current Opinion in Behavioral Sciences | June 2025, 巻63: pp. 101504
  
  Publication
- Latent learning progress drives autonomous goal selection in human reinforcement learning
  
  Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne G. E. Collins
  
  NeurIPS | December 2024, 巻37
  
  Publication
- What should I do now? Goal-centric outlooks on learning, exploration, and communication
  
  Cédric Colas, Junyi Chu, Gaia Molinaro, Robert Hawkins
  
  CogSci | July 2024, 巻46: pp. 24-25
  
  Publication
- A goal-centric outlook on learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Trends in Cognitive Sciences | December 2023, 巻27(12): pp. 1150–1164
  
  Publication
- Multifaceted information-seeking motives in children
  
  Gaia Molinaro, Irene Cogliati Dezza, Sarah Katharina Bühler, Christina Moutsiana, Tali Sharot
  
  Nature Communications | September 2023, 巻14(1): pp. 5505
  
  Publication
- A reinforcement learning framework for information-seeking and information-avoidance
  
  Irene Cogliati Dezza, Gaia Molinaro, Tom Verguts
  
  CogSci | July 2023, 巻45
  
  Publication
- Intrinsic rewards explain context-sensitive valuation in reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  PLOS Biology | July 2023, 巻21(7): pp. e3002201
  
  Publication
- Human hacks and bugs in the recruitment of reward systems for goal achievement
  
  Gaia Molinaro, Anne G. E. Collins
  
  CogSci | July 2023, 巻45
  
  Publication
- Language model goal selection differs from humans’ in a self-driven learning task
  
  Gaia Molinaro, Dave August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS | December 2026, 巻39
  
  Publication

- Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task
  
  Gaia Molinaro, David August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS 2026 | February 2026
  
  Publication
- Language model goal selection differs from humans’ in a self-driven learning task
  
  Gaia Molinaro, Dave August, Danielle Perszyk, Anne G. E. Collins
  
  NeurIPS | December 2026, 巻39
  
  Publication
- Reward function compression facilitates goal-dependent reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Nature Communications | October 2026
  
  Publication
- Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science
  
  Gaia Molinaro, Anne G. E. Collins, Pierre-Yves Oudeyer, Cédric Colas
  
  Current Opinion in Behavioral Sciences | September 2026
  
  Publication
- Investigating the role of task representation switch costs in goal persistence
  
  Gaia Molinaro, Aly Lidayan, Anne G. E. Collins
  
  CogSci | July 2026, 巻48: pp. 1409-1416
  
  Publication
- The Cultural Evolution of Human Goals
  
  Jérémy Perez, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Maxime Derex, Clément Moulin-Frier
  
  Topics in Cognitive Science | July 2026
  
  Publication
- When 0 is good: instrumental learning with counterintuitive goals decreases working memory engagement
  
  Ti-Fen Pan, Gaia Molinaro, Anne G. E. Collins
  
  CogSci | July 2025, 巻47: pp. 643-649
  
  Publication
- Spontaneous thought as play: the value of fictional goals in the default mode network
  
  Gaia Molinaro, Moshe Bar
  
  Current Opinion in Behavioral Sciences | June 2025, 巻63: pp. 101504
  
  Publication
- When LLMs play the telephone game: Cumulative changes and attractors in iterated cultural transmissions
  
  Jérémy Perez, Grgur Kovač, Corentin Léger, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier
  
  ICLR | April 2025
  
  Publication
- Latent learning progress drives autonomous goal selection in human reinforcement learning
  
  Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne G. E. Collins
  
  NeurIPS | December 2024, 巻37
  
  Publication
- ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
  
  Julien Pourcel, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Laetitia Teodorescu
  
  NeurIPS | December 2024, 巻37
  
  Publication
- What should I do now? Goal-centric outlooks on learning, exploration, and communication
  
  Cédric Colas, Junyi Chu, Gaia Molinaro, Robert Hawkins
  
  CogSci | July 2024, 巻46: pp. 24-25
  
  Publication
- A goal-centric outlook on learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  Trends in Cognitive Sciences | December 2023, 巻27(12): pp. 1150–1164
  
  Publication
- Multifaceted information-seeking motives in children
  
  Gaia Molinaro, Irene Cogliati Dezza, Sarah Katharina Bühler, Christina Moutsiana, Tali Sharot
  
  Nature Communications | September 2023, 巻14(1): pp. 5505
  
  Publication
- A reinforcement learning framework for information-seeking and information-avoidance
  
  Irene Cogliati Dezza, Gaia Molinaro, Tom Verguts
  
  CogSci | July 2023, 巻45
  
  Publication
- Intrinsic rewards explain context-sensitive valuation in reinforcement learning
  
  Gaia Molinaro, Anne G. E. Collins
  
  PLOS Biology | July 2023, 巻21(7): pp. e3002201
  
  Publication
- Human hacks and bugs in the recruitment of reward systems for goal achievement
  
  Gaia Molinaro, Anne G. E. Collins
  
  CogSci | July 2023, 巻45
  
  Publication

Gaia Molinaro

出版物

Language model goal selection differs from humans’ in a self-driven learning task

Reward function compression facilitates goal-dependent reinforcement learning

Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science

Investigating the role of task representation switch costs in goal persistence

The Cultural Evolution of Human Goals

Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task

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

Spontaneous thought as play: the value of fictional goals in the default mode network

When LLMs play the telephone game: Cumulative changes and attractors in iterated cultural transmissions

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

Latent learning progress drives autonomous goal selection in human reinforcement learning

What should I do now? Goal-centric outlooks on learning, exploration, and communication

A goal-centric outlook on learning

Multifaceted information-seeking motives in children

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

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

Intrinsic rewards explain context-sensitive valuation in reinforcement learning

Language model goal selection differs from humans’ in a self-driven learning task

Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science

Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task

When LLMs play the telephone game: Cumulative changes and attractors in iterated cultural transmissions

Latent learning progress drives autonomous goal selection in human reinforcement learning

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

Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task

Reward function compression facilitates goal-dependent reinforcement learning

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

Reward function compression facilitates goal-dependent reinforcement learning

Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science

Investigating the role of task representation switch costs in goal persistence

The Cultural Evolution of Human Goals

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

Spontaneous thought as play: the value of fictional goals in the default mode network

Latent learning progress drives autonomous goal selection in human reinforcement learning

What should I do now? Goal-centric outlooks on learning, exploration, and communication

A goal-centric outlook on learning

Multifaceted information-seeking motives in children

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

Intrinsic rewards explain context-sensitive valuation in reinforcement learning

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

Language model goal selection differs from humans’ in a self-driven learning task

Language Model Goal Selection Differs from Humans’ in a Self-Directed Learning Task

Language model goal selection differs from humans’ in a self-driven learning task

Reward function compression facilitates goal-dependent reinforcement learning

Self-generated goals in the age of foundation models: artificial autotelic agents and their implications for cognitive science

Investigating the role of task representation switch costs in goal persistence

The Cultural Evolution of Human Goals

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

Spontaneous thought as play: the value of fictional goals in the default mode network

When LLMs play the telephone game: Cumulative changes and attractors in iterated cultural transmissions

Latent learning progress drives autonomous goal selection in human reinforcement learning

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

What should I do now? Goal-centric outlooks on learning, exploration, and communication

A goal-centric outlook on learning

Multifaceted information-seeking motives in children

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

Intrinsic rewards explain context-sensitive valuation in reinforcement learning

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