Maarten Speekenbrink

发表

Multitasking during social interactions in adolescence and early adulthood

Kathryn L. Mills, Iroise Dumontheil, Maarten Speekenbrink, 2015, Royal Society Open Science.

Human behavior in contextual multi-armed bandit problems

Maarten Speekenbrink, Hrvoje Stojic, Pantelis P. Analytis, 2015, CogSci.

Generalization and search in risky environments

Andreas Krause, Maarten Speekenbrink, Eric Schulz, 2018 .

Task-oriented Bayesian inference in interval timing: People use their prior reproduction experience to calibrate time reproduction

Maarten Speekenbrink, Ruiming Wang, Huihui Liu, 2017, CogSci.

Generalization and search in risky environments

Andreas Krause, Maarten Speekenbrink, Eric Schulz, 2017, bioRxiv.

Mapping the unknown: The spatially correlated multi-armed bandit

Jonathan D. Nelson, Maarten Speekenbrink, Björn Meder, 2017, bioRxiv.

Learning and decisions in contextual multi-armed bandit tasks

Maarten Speekenbrink, Eric Schulz, Emmanouil Konstantinidis, 2015, CogSci.

Assessing the Perceived Predictability of Functions

Joshua B. Tenenbaum, Samuel Gershman, Maarten Speekenbrink, 2015, CogSci.

Change detection under autocorrelation

Nigel Harvey, Maarten Speekenbrink, Matthew Twyman, 2012, CogSci.

Adaptive planning in human search

Maarten Speekenbrink, Arthur Guez, Eric Schulz, 2018, bioRxiv.

Predict choice: A comparison of 21 mathematical models

David R. Shanks, Maarten Speekenbrink, Eric Schulz, 2014, CogSci.

Advanced Distributed Learning

Martin V. Butz, Christian Balkenius, Birger Johansson, 2012 .

Through the looking glass: a dynamic lens model approach to multiple cue probability learning

Maarten Speekenbrink, David R. Shanks, D. Shanks, 2007 .

Probing the Compositionality of Intuitive Functions

Joshua B. Tenenbaum, David Duvenaud, Samuel Gershman, 2016, NIPS.

Generalization guides human exploration in vast decision spaces

Jonathan D. Nelson, Maarten Speekenbrink, Björn Meder, 2017, Nature Human Behaviour.

Adaptation to Weightlessnes

Martin V. Butz, Christian Balkenius, Birger Johansson, 2012 .

Controlling Stable and Unstable Dynamic Decision Making Environments

Maarten Speekenbrink, Magda Osman, 2011, CogSci.

Considering the Null

Maarten Speekenbrink, 2014, CogSci.

Is anchor consistent knowledge subsequently more accessible, as measured by a lexical decision task? A replication.

Maarten Speekenbrink, Adam J. L. Harris, Sandra Lagator, 2015 .

Types and states: Mixture and hidden Markov models for cognitive science

Maarten Speekenbrink, Ingmar Visser, 2014, CogSci.

Trials-with-fewer-errors: Feature-based learning and exploration

Peter Dayan, Maarten Speekenbrink, Hrvoje Stojic, 2017 .

Prediction and Control in a Dynamic Environment

Maarten Speekenbrink, Magda Osman, M. Speekenbrink, 2011, Front. Psychology.

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

Andreas Krause, Maarten Speekenbrink, Eric Schulz, 2016, bioRxiv.

Near-optimal Integration of Magnitude in the Human Parietal Cortex

Christopher Summerfield, Konstantinos Tsetsos, Maarten Speekenbrink, 2016, Journal of Cognitive Neuroscience.

It's a Catastrophe! Testing dynamics between competing cognitive states using mixture and hidden Markov models

Maarten Speekenbrink, Ingmar Visser, 2014, CogSci.

Compositional Inductive Biases in Function Learning

Samuel J. Gershman, Joshua B. Tenenbaum, David Duvenaud, 2016, bioRxiv.

Workshop on Optimizing Experimental Designs: Theory, Practice, and Applications

Mark A. Pitt, Jay I. Myung, Maarten Speekenbrink, 2015, CogSci.

Exploration and generalization in vast spaces 1

Jonathan D. Nelson, Maarten Speekenbrink, Eric Schulz, 2017 .

Strategic exploration in human adaptive control

Maarten Speekenbrink, Eric Schulz, Edgar D. Klenske, 2017, bioRxiv.

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

Andreas Krause, Maarten Speekenbrink, Eric Schulz, 2017 .

Dynamic decision making: neuronal, computational, and cognitive underpinnings

Peter Dayan, Nigel Harvey, Maarten Speekenbrink, 2012, CogSci.

Cue utilization and strategy application in stable and unstable dynamic environments

Maarten Speekenbrink, Magda Osman, M. Speekenbrink, 2011, Cognitive Systems Research.

Active learning reveals underlying decision strategies

Bradley C. Love, Paula Parpart, Maarten Speekenbrink, 2017, bioRxiv.

To simulate or not? Comment on steingroever, Wetzels, and Wagenmakers (2014)

David R. Shanks, Maarten Speekenbrink, Emmanouil Konstantinidis, 2014 .

What should an active causal learner value

David A. Lagnado, Jonathan D. Nelson, Maarten Speekenbrink, 2014 .

Uncertainty in learning, choice, and visual fixation

Peter Dayan, Maarten Speekenbrink, Jacob L. Orquin, 2019, Proceedings of the National Academy of Sciences.

A tutorial on Gaussian process regression with a focus on exploration-exploitation scenarios

Andreas Krause, Maarten Speekenbrink, Eric Schulz, 2016 .

Mechanisms of Active Causal Learning

David A. Lagnado, Maarten Speekenbrink, Neil Bramley, 2013, CogSci.

Uncertainty and exploration in a restless bandit task

Maarten Speekenbrink, Emmanouil Konstantinidis, 2014, CogSci.

Active learning as a means to distinguish among prominent decision strategies

Bradley C. Love, Paula Parpart, Maarten Speekenbrink, 2015, CogSci.

Compositional inductive biases in function learning

Samuel J. Gershman, Joshua B. Tenenbaum, David Duvenaud, 2016, Cognitive Psychology.

Materials, Data, Analysis for all experiments - please consult 'read me'

Maarten Speekenbrink, Adam J. L. Harris, Sandra Lagator, 2019 .

Simple trees in complex forests: Growing Take The Best by Approximate Bayesian Computation

Maarten Speekenbrink, Björn Meder, Eric Schulz, 2016, CogSci.

Rational Order Effects in Responsibility Attributions

David A. Lagnado, Catherine Cheung, Maarten Speekenbrink, 2011, CogSci.

Types and states: Mixture and hidden Markov modelling for the cognitive sciences

Maarten Speekenbrink, Ingmar Visser, 2013, CogSci.

Asymmetric detection of changes in volatility: Implications for risk perception

Nigel Harvey, Maarten Speekenbrink, Matthew Twyman, 2017, CogSci.

Author Correction: Generalization guides human exploration in vast decision spaces.

Maarten Speekenbrink, Eric Schulz, Charley M Wu, 2020, Nature human behaviour.

It is new, but will it be good? Context-driven exploration of novel options

Maarten Speekenbrink, Eric Schulz, Hrvoje Stojic, 2017, CogSci.

Rewards and uncertainty jointly drive the attention dynamics in reinforcement learning

Peter Dayan, Maarten Speekenbrink, Hrvoje Stojic, 2019 .

What influences the impact of warning labels in decisions from description-plus-experience

Nigel Harvey, Maarten Speekenbrink, Emmanouil Konstantinidis, 2017, CogSci.

Better safe than sorry: Risky function exploitation through safe optimization pdf

Andreas Krause, Maarten Speekenbrink, Dominik R. Bach, 2016, CogSci.

Uncertainty and Exploration in a Restless Bandit Problem

Maarten Speekenbrink, Emmanouil Konstantinidis, M. Speekenbrink, 2015, Top. Cogn. Sci..

Under pressure: The influence of time limits on human exploration

Timothy J. Pleskac, Maarten Speekenbrink, Eric Schulz, 2019, CogSci.

Cross-dimensional magnitude interactions arise from memory interference

Maarten Speekenbrink, Ruiming Wang, Zhenguang G. Cai, 2017, Cognitive Psychology.

Exploration-Exploitation in a Contextual Multi-Armed Bandit Task

Maarten Speekenbrink, Eric Schulz, Emmanouil Konstantinidis, 2015 .

Not everything looks like a nail: Learning to select appropriate decision strategies in multiple environments

Maarten Speekenbrink, Henrik Olsson, Hrvoje Stojic, 2016 .

Agent, Behaviour, Trace, Repeat: Understanding the Cognitive Processes Involved in Human Stigmergic Coordination

Maarten Speekenbrink, S Topf, 2021 .

Ignorable and non-ignorable missing data in hidden Markov models

Maarten Speekenbrink, Ingmar Visser, M. Speekenbrink, 2021, 2109.02770.

Compositional generalization in multi-armed bandits

Maarten Speekenbrink, Eric Schulz, T Saanum, 2021 .

Follow my Example, for Better and for Worse: The Influence of Behavioural Traces on Recycling Decisions

Maarten Speekenbrink, S Topf, 2021 .

depmixS4: An R Package for Hidden Markov Models

Maarten Speekenbrink, Ingmar Visser, M. Speekenbrink, 2010 .

Different effects of dopaminergic medication on perceptual decision-making in Parkinson's disease as a function of task difficulty and speed–accuracy instructions

Maarten Speekenbrink, Patricia Limousin, Marjan Jahanshahi, 2015, Neuropsychologia.

Models of recognition, repetition priming, and fluency: exploring a new framework.

Maarten Speekenbrink, Richard N A Henson, David R Shanks, 2012, Psychological review.

Continuous Theta Burst Stimulation Over the Dorsolateral Prefrontal Cortex and the Pre-SMA Alter Drift Rate and Response Thresholds Respectively During Perceptual Decision-Making

John C. Rothwell, Maarten Speekenbrink, Marjan Jahanshahi, 2016, Brain Stimulation.