Computational complexity and human decision-making

P Bossaerts, C Murawski - Trends in cognitive sciences, 2017 - cell.com
The rationality principle postulates that decision-makers always choose the best action
available to them. It underlies most modern theories of decision-making. The principle does not …

[HTML][HTML] How humans solve complex problems: The case of the knapsack problem

C Murawski, P Bossaerts - Scientific reports, 2016 - nature.com
Life presents us with problems of varying complexity. Yet, complexity is not accounted for in
theories of human decision-making. Here we study instances of the knapsack problem, a …

[HTML][HTML] Intrinsic valuation of information in decision making under uncertainty

…, M Brydevall, H Warren, C Murawski - PLoS computational …, 2016 - journals.plos.org
In a dynamic world, an accurate model of the environment is vital for survival, and agents
ought regularly to seek out new information with which to update their world models. This …

[HTML][HTML] The neural encoding of information prediction errors during non-instrumental information seeking

M Brydevall, D Bennett, C Murawski, S Bode - Scientific reports, 2018 - nature.com
In a dynamic world, accurate beliefs about the environment are vital for survival, and individuals
should therefore regularly seek out new information with which to update their beliefs. …

Uncertainty and computational complexity

…, N Yadav, C Murawski - … Transactions of the …, 2019 - royalsocietypublishing.org
Modern theories of decision-making typically model uncertainty about decision options
using the tools of probability theory. This is exemplified by the Savage framework, the most …

The anticipation and outcome phases of reward and loss processing: A neuroimaging meta‐analysis of the monetary incentive delay task

S Oldham, C Murawski, A Fornito… - Human brain …, 2018 - Wiley Online Library
The processing of rewards and losses are crucial to everyday functioning. Considerable
interest has been attached to investigating the anticipation and outcome phases of reward and …

[HTML][HTML] Defining compulsive behavior

…, S de Haan, GJ Youssef, C Murawski… - Neuropsychology …, 2019 - Springer
Compulsive tendencies are a central feature of problematic human behavior and thereby
are of great interest to the scientific and clinical community. However, no consensus exists …

[HTML][HTML] From behavioural economics to neuroeconomics to decision neuroscience: the ascent of biology in research on human decision making

P Bossaerts, C Murawski - Current Opinion in Behavioral Sciences, 2015 - Elsevier
Here, we briefly review the evolution of research on human decision-making over the past
few decades. We discern a trend whereby biology moves from subserving economics (…

Demystifying “free will”: The role of contextual information and evidence accumulation for predictive brain activity

S Bode, C Murawski, CS Soon, P Bode, J Stahl… - Neuroscience & …, 2014 - Elsevier
Novel multivariate pattern classification analyses have enabled the prediction of decision
outcomes from brain activity prior to decision-makers’ reported awareness. These findings are …

Health warnings promote healthier dietary decision making: Effects of positive versus negative message framing and graphic versus text-based warnings

DH Rosenblatt, S Bode, H Dixon, C Murawski… - Appetite, 2018 - Elsevier
Food product health warnings have been proposed as a potential obesity prevention strategy.
This study examined the effects of text-only and text-and-graphic, negatively and positively …