Export 30 results:
Filters: Author is Gershman, Samuel J. [Clear All Filters]
Flexible modulation of sequence generation in the entorhinal-hippocampal system. Nature Neuroscience (In Press).
Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 11, (2021).
Memory as a Computational Resource. Trends in Cognitive Sciences 25, 240 - 251 (2021).
Multi-task reinforcement learning in humans. Nature Human Behaviour (2021). doi:10.1038/s41562-020-01035-y
What Is the Model in Model‐Based Planning?. Cognitive Science 45, (2021).
Analyzing Machine‐Learned Representations: A Natural Language Case Study. Cognitive Science 44, (2020).
Communicating Compositional Patterns. Open Mind 4, 25 - 39 (2020).
Hierarchical structure is employed by humans during visual motion perception. Proceedings of the National Academy of Sciences 117, 24581 - 24589 (2020).
Origin of perseveration in the trade-off between reward and complexity. Cognition 204, 104394 (2020).
A theory of learning to infer. Psychological Review 127, 412 - 441 (2020).
The Generative Adversarial Brain. Frontiers in Artificial Intelligence 2, (2019).
Hard choices: Children’s understanding of the cost of action selection. . Cognitive Science Society (2019).
Hippocampal Remapping as Hidden State Inference. (2019). doi:https://doi.org/10.1101/743260
How to never be wrong. Psychonomic Bulletin & Review 26, 13 - 28 (2019).
Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs. Biological Psychiatry 85, 425 - 433 (2019).
The transdiagnostic structure of mental effort avoidance. Scientific Reports 9, (2019).
Planning Complexity Registers as a Cost in Metacontrol. Journal of Cognitive Neuroscience 30, 1391 - 1404 (2018).
Building machines that learn and think like people. Behavioral and Brain Sciences 40, e253 (2017).
Compositional inductive biases in function learning. Cogn Psychol 99, 44-79 (2017).
Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems. Psychol Sci 28, 1321-1333 (2017).
Human Learning in Atari. AAAI Spring Symposium Series (2017).
Reinforcement learning and episodic memory in humans and animals: an integrative framework. Annual Review of Psychology 68, (2017).
Thinking fast or slow? A reinforcement-learning approach. Society for Personality and Social Psychology (2017).