Category: Decision Intelligence
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EXplore-versus-EXploit problems
Trade-offs between producing costly movements for gathering information (‘explore’) and using previously acquired information to achieve a goal (‘exploit’) arise in a wide variety of problems, including foraging, reinforcement learning and sensorimotor control. Determining the optimal balance between exploration and exploitation is computationally intractable, necessitating heuristic solutions. In “Mode switching in organisms for solving explore-versus-exploit…
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How adults understand what young children say
When babies first begin to talk, their vocabulary is very limited. Often one of the first sounds they generate is “da,” which may refer to dad, a dog, a dot, or nothing at all. How does an adult listener make sense of this limited verbal repertoire? A new study “How adults understand what young children…
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Puzzled …? – Consider the Bayesian brain hypothesis!
Dysfunctional breathing disorder(s) (DBD) is an umbrella term for a set of poorly distinguishable clinical conditions including the most emblematic and anciently known hyperventilation syndrome. DBD affects in a variable proportion (between 5 and 35%) both adults and children, with a highly negative impact on health-related quality of life. DBD is consensually considered as a…
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Bayesian models of perception and action (free e-book)
Bayesian models of perception and action An introduction By Wei Ji Ma, Konrad Kording, and Daniel Goldreich An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-making and action. Many forms of perception and action can be mathematically modeled as probabilistic — or Bayesian — inference, a method used to draw conclusions from…
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Harris Hawks Optimization
The Harris hawk optimizer is a recent population-based metaheuristics algorithm that simulates the hunting behavior of hawks. This swarm-based optimizer performs the optimization procedure using a novel way of exploration and exploitation and the multiphases of search. A review research focuses on the applications and developments of the recent well-established robust optimizer Harris hawk optimizer…
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What If – Causal Inference (free)
Miguel Hernán made a revision of book “Causal Inference: What If” is available for download. The book provides a cohesive presentation of concepts of, and methods for, causal inference. Much of this material is currently scattered across journals in several disciplines or confined to technical articles. The authors expect that the book will be of…
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A top-down, bottom-up model of circuit function for anxiety and depression.
A great review article describes the bottom-up and top-down processing from Marr’s computational-algorithmic-implementation perspective to understand depressive and anxious disease states. The review illustrate examples of bottom-up processing as basolateral amygdala signaling and projections and top-down processing as medial prefrontal cortex internal signaling and projections. Understanding these internal processing dynamics can help us better model…
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The Physics of Survival
Please enjoy the fascinating discussion of the free energy principle with Dr. Maxwell Ramstead, a leading thinker exploring the intersection of math, physics, and philosophy and Director of Research at VERSES. The 2 hour discussion includes great details on FEP. The FEP was proposed by renowned neuroscientist Karl Friston, this principle offers a unifying theory…
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Facts are not enough
Claude Garcia & Patrick Waeber developed a framework based on behavioural and cognitive sciences, game theory, and set theory that helps us understand decisionmaking in the context of uncertainty. It was published recently in a nice article on the researchfeatures of researchoutreach. Every single day we make thousands of decisions. Even if it is unclear…
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Decoding reward–curiosity conflict in decision-making from irrational behaviors
Humans and animals are not always rational. “Decoding reward–curiosity conflict in decision-making from irrational behaviors” discusses the fact humans not only rationally exploit rewards but also explore an environment owing to their curiosity. However, the mechanism of such curiosity-driven irrational behavior is largely unknown. The article develops a decision-making model for a two choice task…
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Creativity in Motion
Some publications related to this topic: Embodiment and Human Development It is becoming increasingly accepted that the study of cognitive, social, and emotional processes must account for the embodiment of these processes in living, acting people. Within cognitive science, how bodily factors play a role in mental life is often considered through the lens of…
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Social and Affective Neuroscience of Everyday Human Interaction
I found – rather serendipitous – this recent, open access and very interesting book “Social and Affective Neuroscience of Everyday Human Interaction“, edited by Springer 2023. This Open Access book presents the current state of the art knowledge on social and affective neuroscience based on empirical findings. Some highlights as appetiser: Molecular Imaging of the…
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Avoid the Hijack – Be Emotionally Intelligent
An 80-Year Harvard Study Shows Emotionally Intelligent People Use the Wiser Model to Handle Strong Emotions Don’t let your emotions hijack your actions.Slow down and choose better with the Wiser model. What follows is based on the original text of an Inc.com article by Jessica Stillman, dated May 4, 2023.The opinions expressed here by Inc.com columnists are…
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How Capitalism WASTES Billions
Mariana Mazzucato’s Tour De Force Professor Mariana Mazzucato is one of the world’s most exciting economic thinkers.Her new book – THE BIG CON – exposes how consultancy firms are eating up billions upon billions of pounds working on government projects and using the capitalism game-rules. You won’t think of our economic system the same way…
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States of Mind (SoMs): TD:BU balance
Noa Herz, Shira Baror, and Moshe Bar discuss in a 2020 opinion article the Overarching States of Mind.We all have our varying mental emphases, inclinations, and biases. These individual dispositions are dynamic in that they can change over time and context. The opinion article proposes that these changing states of mind (SoMs) are holistic in…
