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 …
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 …
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 …
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
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. …
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 …
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
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 …
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 …
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 (…
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
Novel multivariate pattern classification analyses have enabled the prediction of decision
outcomes from brain activity prior to decision-makers’ reported awareness. These findings are …
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
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 …
This study examined the effects of text-only and text-and-graphic, negatively and positively …