Sotabase

Career

· Researcher/Faculty, UCLA Department of Psychology2023–
· Leader of the Rationality Enhancement Group, Max Planck Institute for Intelligent Systems2018–
· Ph.D. in Cognitive Science, UC Berkeley2018–

Publications (87)

Toward a Rational and Mechanistic Account of Mental Effort.
Annual Review of Neuroscience · 2017
813
cited
Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic
Topics in Cognitive Science · 2015
382
cited
Resource-rationality and dynamic coupling of brains and social environments
Behavioral and Brain Sciences · 2019
290
cited
The anchoring bias reflects rational use of cognitive resources
Psychonomic Bulletin & Review · 2018
184
cited
Modelling Trial-by-Trial Changes in the Mismatch Negativity
PLoS Comput. Biol. · 2013
168
cited
Strategy Selection as Rational Metareasoning
Psychology Review · 2017
155
cited
Overrepresentation of Extreme Events in Decision Making Reflects Rational Use of Cognitive Resources
Psychology Review · 2017
126
cited
A Neurocomputational Model of the Mismatch Negativity
PLoS Comput. Biol. · 2013
119
cited
Rational metareasoning and the plasticity of cognitive control
PLoS Comput. Biol. · 2018
117
cited
Doing more with less: meta-reasoning and meta-learning in humans and machines
Current Opinion in Behavioral Sciences · 2019
116
cited
"Burn-in, bias, and the rationality of anchoring"
Neural Information Processing Systems · 2012
102
cited
Rational use of cognitive resources in human planning
Nature Human Behaviour · 2022
94
cited
A resource-rational analysis of human planning
Annual Meeting of the Cognitive Science Society · 2018
53
cited
Algorithm selection by rational metareasoning as a model of human strategy selection
Neural Information Processing Systems · 2014
51
cited
Correction: A Neurocomputational Model of the Mismatch Negativity
PLoS Computational Biology · 2013
39
cited
Empirical evidence for resource-rational anchoring and adjustment
Psychonomic Bulletin & Review · 2017
39
cited
Learning to select computations
Conference on Uncertainty in Artificial Intelligence · 2017
35
cited
An automatic method for discovering rational heuristics for risky choice
Annual Meeting of the Cognitive Science Society · 2017
34
cited
Learning to Overexert Cognitive Control in a Stroop Task
Cognitive, Affective, & Behavioral Neuroscience · 2020
34
cited
When to use which heuristic: A rational solution to the strategy selection problem
Annual Meeting of the Cognitive Science Society · 2015
34
cited
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