Nathaniel D. Daw
Orcid: 0000-0001-5029-1430
According to our database1,
Nathaniel D. Daw
authored at least 47 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
The role of training variability for model-based and model-free learning of an arbitrary visuomotor mapping.
PLoS Comput. Biol., 2024
2023
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning.
PLoS Comput. Biol., 2023
PLoS Comput. Biol., 2023
CoRR, 2023
Predictive and Interpretable: Combining Artificial Neural Networks and Classic Cognitive Models to Understand Human Learning and Decision Making.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023
2022
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning.
CoRR, 2022
Using natural language and program abstractions to instill human inductive biases in machines.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Leveraging psychometrics of rational inattention to estimate individual differences in the capacity for cognitive control.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022
2021
Deficient Goal-Directed Control in a Population Characterized by Extreme Goal Pursuit.
J. Cogn. Neurosci., 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
J. Cogn. Neurosci., 2020
2019
Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies.
PLoS Comput. Biol., 2019
2018
Novel methods for measuring the cost of cognitive control in a patch foraging task and a demand selection task with Stroop.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
2017
Predictive representations can link model-based reinforcement learning to model-free mechanisms.
PLoS Comput. Biol., 2017
PLoS Comput. Biol., 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Pre-term infants exhibit impaired prediction and learning in Audio-Visual association paradigm.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
2016
Information-Seeking, Learning and the Marginal Value Theorem: A Normative Approach to Adaptive Exploration.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
2015
J. Cogn. Neurosci., 2015
2014
Cognitive Control Mode Predicts Behavioral Expression of Model-Based Reinforcement-Learning.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014
2013
Testing Whether Humans Have an Accurate Model of Their Own Motor Uncertainty in a Speeded Reaching Task.
PLoS Comput. Biol., 2013
Cortical and Hippocampal Correlates of Deliberation during Model-Based Decisions for Rewards in Humans.
PLoS Comput. Biol., 2013
2012
Neural Computations Supporting Cognition: Rumelhart Prize Symposium in Honor of Peter Dayan.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
2011
Grid Cells, Place Cells, and Geodesic Generalization for Spatial Reinforcement Learning.
PLoS Comput. Biol., 2011
Environmental statistics and the trade-off between model-based and TD learning in humans.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Moving Beyond Where and What to How: Using Models and fMRI to Understand Brain-Behavior Relations.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
2010
Selective impairment of prediction error signaling in human dorsolateral but not ventral striatum in Parkinson's disease patients: evidence from a model-based fMRI study.
NeuroImage, 2010
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
2002
Local analysis of behaviour in the adjusting-delay task for assessing choice of delayed reinforcement.
Neural Networks, 2002
Neural Comput., 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Neurocomputing, 2001
2000
Neurocomputing, 2000
Proceedings of the 8th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2000), 2000