Anne Gabrielle Eva Collins

According to our database, Anne Gabrielle Eva Collins authored at least 31 papers between 2016 and 2026.

Collaborative distances:

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

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

PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm.

Jing-Jing Li, Joel Mire, Eve Fleisig, Valentina Pyatkin, Anne Collins, Maarten Sap, Sydney Levine

CoRR, January, 2026

2025

Reward function compression facilitates goal-dependent reinforcement learning.

Gaia Molinaro, Anne G. E. Collins

CoRR, September, 2025

Dual process impairments in reinforcement learning and working memory systems underlie learning deficits in physiological anxiety.

Jennifer D. Senta, Sonia J. Bishop, Anne G. E. Collins

PLoS Comput. Biol., 2025

Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning.

Albert J. Qü, Lung-Hao Tai, Christopher D. Hall, Emilie M. Tu, Maria K. Eckstein, Karyna Mishchanchuk, Wan Chen Lin, Juliana Chase, Andrew F. Macaskill, Anne G. E. Collins, Samuel J. Gershman, Linda Wilbrecht

PLoS Comput. Biol., 2025

SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior.

Jing-Jing Li, Valentina Pyatkin, Max Kleiman-Weiner, Liwei Jiang, Nouha Dziri, Anne Collins, Jana Schaich Borg, Maarten Sap, Yejin Choi, Sydney Levine

Proceedings of the Forty-second International Conference on Machine Learning, 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

Computational insights from a novel habit induction protocol.

Sarah Oh, Anne G. E. Collins

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

Humans integrate heuristics and Bayesian inference to efficiently explore under uncertainty.

Jing-Jing Li, Connor Chen, Anne G. E. Collins

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

Mechanisms Of Working Memory Allocation In Reward Learning.

Daniel B. Ehrlich, Anne G. E. Collins

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

2024

Artificial neural networks for model identification and parameter estimation in computational cognitive models.

Milena Rmus, Ti-Fen Pan, Liyu Xia, Anne G. E. Collins

PLoS Comput. Biol., 2024

Adolescent and adult mice use both incremental reinforcement learning and short term memory when learning concurrent stimulus-action associations.

Juliana Chase, Liyu Xia, Lung-Hao Tai, Wan Chen Lin, Anne G. E. Collins, Linda Wilbrecht

PLoS Comput. Biol., 2024

SafetyAnalyst: Interpretable, transparent, and steerable LLM safety moderation.

Jing-Jing Li, Valentina Pyatkin, Max Kleiman-Weiner, Liwei Jiang, Nouha Dziri, Anne G. E. Collins, Jana Schaich Borg, Maarten Sap, Yejin Choi, Sydney Levine

CoRR, 2024

Latent Variable Sequence Identification for Cognitive Models with Neural Bayes Estimation.

Ti-Fen Pan, Jing-Jing Li, Bill Thompson, Anne Collins

CoRR, 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

2023

Choice Type Impacts Human Reinforcement Learning.

Milena Rmus, Amy Zou, Anne G. E. Collins

J. Cogn. Neurosci., 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 generalized method for dynamic noise inference in modeling sequential decision-making.

Jing-Jing Li, Chengchun Shi, Lexin Li, Anne G. E. Collins

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

2022

How Working Memory and Reinforcement Learning Are Intertwined: A Cognitive, Neural, and Computational Perspective.

Aspen H. Yoo, Anne G. E. Collins

J. Cogn. Neurosci., 2022

Three systems interact in one-shot reinforcement learning.

Amy Zou, Anne G. E. Collins

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Credit assignment in hierarchical option transfer.

Jing-Jing Li, Liyu Xia, Flora Dong, Anne G. E. Collins

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Modeling changes in probabilistic reinforcement learning during adolescence.

Liyu Xia, Sarah L. Master, Maria K. Eckstein, Beth Baribault, Ronald E. Dahl, Linda Wilbrecht, Anne Gabrielle Eva Collins

PLoS Comput. Biol., 2021

How the Mind Creates Structure: Hierarchical Learning of Action Sequences.

Maria K. Eckstein, Anne G. E. Collins

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Learning under uncertainty changes during adolescence.

Liyu Xia, Sarah L. Master, Maria K. Eckstein, Linda Wilbrecht, Anne Collins

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

What is a choice in reinforcement learning?

Milena Rmus, Anne Collins

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

A role for working memory in shaping the action policy for reinforcement learning.

Ham Huang, Samuel D. McDougle, Anne Collins

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2018

The Tortoise and the Hare: Interactions between Reinforcement Learning and Working Memory.

Anne G. E. Collins

J. Cogn. Neurosci., 2018

Prefrontal Cortex in Control: Broadening the Scope to Identify Mechanisms.

William H. Alexander, Joshua W. Brown, Anne G. E. Collins, Benjamin Y. Hayden, Eliana Vassena

J. Cogn. Neurosci., 2018

Evidence for hierarchically-structured reinforcement learning in humans.

Maria K. Eckstein, Anne Collins

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

The Cost of Structure Learning.

Anne Gabrielle Eva Collins

J. Cogn. Neurosci., 2017

2016

Motor Demands Constrain Cognitive Rule Structures.

Anne Gabrielle Eva Collins, Michael Joshua Frank

PLoS Comput. Biol., 2016