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Effort Based Learning And Decision Making


Effort Based Learning And Decision Making
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Effort Based Learning And Decision Making


Effort Based Learning And Decision Making
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Author : Irma Triasih Kurniawan
language : en
Publisher:
Release Date : 2011

Effort Based Learning And Decision Making written by Irma Triasih Kurniawan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.




Effort Based Learning And Decision Making


Effort Based Learning And Decision Making
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Author : I. T. Kurniawan
language : en
Publisher:
Release Date : 2011

Effort Based Learning And Decision Making written by I. T. Kurniawan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.


In the literature on healthy humans, effort is poorly studied and an extension from an animal literature is just emerging. I tested an hypothesis that physical effort is a non-trivial aspect of motivated behaviour; it serves as a cost and interacts with outcomes. To do this I conducted four experimental studies and extended the range of costs to include pain. In my first experiment, I develop a functional Magnetic Resonance Imaging (fMRI) task assessing willingness to expend effort. I show that physical effort discounts value of actions and that activity in dorsal striatum is associated with effort of selected actions. In addition to influencing choice, effort may be influenced by affective outcomes. In my second experiment, I develop a behavioural instrumental learning task examining how reward and punishment influence learning about effortful response. I show that it is easier to expend effort to gain reward and to withdraw effort to avoid punishment, but not the other way around; in other words it is more difficult to expend effort to avoid punishment and to withdraw effort to gain reward. Results from reinforcement learning modelling account for this tendency in terms of a pavlovian influence on effort. On the one hand, outcome has an influence in effort while, on the other, effort may modulate neural signalling of action anticipation and outcome delivery. In my third experiment, I develop an fMRI cue-predictive instrumental task investigating brain responses for effort anticipation and outcome evaluation. I show that activity in anterior cingulate cortex and dorsal striatum is sensitive to anticipated effort and highlight an effort modulation on activity in ventromedial prefrontal cortex and ventral striatum associated with expected outcomes. Finally, I extend my investigation of costly behaviour in effort to pain by showing an influence of context effects in pain avoidance behaviour. In summary, within this thesis I demostrate that physical effort as a cost is non-trivial in that it i) discounts value, ii) is sensitive to pavlovian influences, iii) is neurally anticipated and iv) modulates outcome signalling. I show the viability of various experimental paradigms to assess costly behaviours driven by effort and extend this endeavour by studying cost-driven pain avoidance. These experiments forge new research directions for understanding action and decision making as well as show promise for testing aberrant populations that often present with pathology that may reflect under- and over-motivated actions (e.g., apathy and perseveration).



Effort Based Decision Making And Cognitive Fatigue


Effort Based Decision Making And Cognitive Fatigue
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Author : Michel Audiffren
language : en
Publisher: Frontiers Media SA
Release Date : 2023-07-12

Effort Based Decision Making And Cognitive Fatigue written by Michel Audiffren and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-12 with Science categories.




Better Decision Making In Complex Dynamic Tasks


Better Decision Making In Complex Dynamic Tasks
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Author : Hassan Qudrat-Ullah
language : en
Publisher: Springer
Release Date : 2014-06-16

Better Decision Making In Complex Dynamic Tasks written by Hassan Qudrat-Ullah and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-16 with Science categories.


Computer simulation-based education and training is a multi-billion dollar industry. With the increased complexity of organizational decision making, projected demand for computer simulation-based decisional aids is on the rise. The objective of this book is to enhance systematically our understanding of and gain insights into the general process by which human facilitated ILEs are effectively designed and used in improving users’ decision making in dynamic tasks. This book is divided into four major parts. Part I serves as an introduction to the subject of “decision making in dynamic tasks”, its importance and its complexity. Part II provides background material, drawing upon the relevant literature, for the development of an integrated process model on the effectiveness of human facilitated ILEs in improving decision making in dynamic tasks. Part III focuses on the design, development and application of Fish Bank ILE, in laboratory experiments, to gather empirical evidence for the validity of the process model. Finally, part IV presents a comprehensive analysis of the gathered data to provide a powerful basis for understating important phenomena of training with human facilitated simulation-based learning environments, thereby, help to drive critical lessons to be learned. This book provides the reader with both a comprehensive understanding of the phenomena encountered in decision making with human facilitated ILEs and a unique way of studying the effects of these phenomena on people’s ability to make better decision in complex, dynamic tasks. This book is intended to be of use to managers and practitioners, researchers and students of dynamic decision making. The background material of Part II provides a solid base to understand and organize the existing experimental research literature and approaches.



Motivation Effort And The Neural Network Model


Motivation Effort And The Neural Network Model
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Author : Theodore Wasserman
language : en
Publisher: Springer Nature
Release Date : 2020-10-27

Motivation Effort And The Neural Network Model written by Theodore Wasserman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-27 with Psychology categories.


Our understanding of how the human brain operates and completes its essential tasks continues is fundamentally altered from what it was ten years ago. We have moved from an understanding based on the modularity of key structural components and their specialized functions to an almost diametrically opposed, highly integrated neural network model, based on a vertically organized brain dependent on small world hub principles. This new understanding completely changes how we understand essential psychological constructs such as motivation. Network modeling posits that motivation is a construct that describes a modified aspect of the operation of the human learning system that is specifically designed to cause a person to pursue a goal. Anthropologically and developmentally, these goals were initially basic, including things like food, shelter and reproduction. Over the course of time and development they develop into a complex web of extrinsic and then intrinsic goals, objectives and values. The core for all of this development is the inborn flight or fight reaction has been modified over time by a combination of inborn human temperamental characteristics and life experiences. This process of modification is, in part, based on the operation of a network based error-prediction network working in concert with the reward network to produce a system of ever evolving valuations of goals and objectives. These valuations are never truly fixed. They are constantly evolving, being modified and shaped by experience. The error prediction network and learning related networks work in concert with the limbic system to allow affect laden experiences to inform the process of valuation. These networks, operating in concert, produce a cognitive process we call motivation. Like most networks, the motivation system of networks is recruited when the task demands of the situation require them. Understanding motivation from this perspective has profound implications for many scientific disciplines in general and psychology in specific. Psychologically, this new understanding will alter how we understand client behavior in therapy and when being evaluated. This new understanding will provide direction for new therapeutic intervention for a variety of disorders of mental health. It will also inform testing practices concerning the evaluation of effort and malingering. This book is not a project in reductionism. It is the polar opposite. A neural network understanding of the operation of the human brain allows for the integration of what has come before into a comprehensive and integrated model. It will likely provide the basis for future research for years to come.



Evaluating A Problem Based Learning Strategy For Enhancing Ethical Awareness In Negotiation


Evaluating A Problem Based Learning Strategy For Enhancing Ethical Awareness In Negotiation
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Author :
language : en
Publisher:
Release Date : 2011

Evaluating A Problem Based Learning Strategy For Enhancing Ethical Awareness In Negotiation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Decision making categories.


A problem-based learning strategy (Bransford & Schwartz, 1998) was used to develop a training protocol to enhance U.S. Military Academy (USMA) Cadets' awareness of ethical issues and decision-making processes in negotiation situations. The training protocol was tested in an upper-level course on negotiations at USMA. Cadets were assigned to either an experimental (training) or a control (no training) group. The experimental group was exposed to four negotiation scenarios at one-month intervals, and were asked to evaluate the scenario for potential ethical issues, to role-play the scenario in class, and then to evaluate their own and others' negotiation and ethical decision-making performances. Role-plays were followed by an after action review in which the instructor encouraged Cadets to discuss their ethical evaluation and decision-making processes. Following the fourth scenario, the instructor presented a lecture describing a thematic model of ethical sense-making (cf. Graves, Pleban, Miller, Branciforte, Donigian, Johnson, & Matthews, 2010) and how the model could be applied to facilitate decision-making across different contexts. Pre-post training assessments indicated that the training strategy significantly improved the experimental group's sensitivity to themes related to ethical sense-making and decision making in military specific situations relative to scores obtained from the control group. Also, post exercise ethical awareness scores correlated significantly with Cadets' negotiation strategies. The Cadets' responses to the training were favorable. The training strategy may be used to support experiential and dialogue-based professional military ethics training for officer Cadets and newly commissioned junior officers (ROTC, OCS, and USMA).



Research Report


Research Report
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Author :
language : en
Publisher:
Release Date : 2011

Research Report written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Military education categories.




Motivation


Motivation
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Author :
language : en
Publisher: Academic Press
Release Date : 2016-10-28

Motivation written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-28 with Psychology categories.


Motivation: Theory, Neurobiology and Applications is inspired by a question central to health care professionals, teachers, parents, and coaches alike, "How can an individual be motivated to perform a given activity or training?" It presents novel measurements of motivation developed in psychology and economics, recent insights into the neurobiology of motivation, and current research on applications designed to boost motivation in neurorehabilitation, education, and sports. In addition, tactics on how to connect these different research and knowledge fields within a common (theoretical) framework of motivation is discussed. Thus, in short, the book provides an integrative, interdisciplinary, up-to-date accounting on the neurobiology of motivation and how it might be boosted. Provides an integration of the neurosciences, their clinical challenges, and applicable research Includes both an interdisciplinary and integrative nature Contains a broad array of subject matter that will be of interest to a large target audience Presents contributions from experts in their respective fields



Neuroscience Of Preference And Choice


Neuroscience Of Preference And Choice
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Author : Raymond J. Dolan
language : en
Publisher: Academic Press
Release Date : 2012

Neuroscience Of Preference And Choice written by Raymond J. Dolan and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Business & Economics categories.


One of the most pressing questions in neuroscience, psychology and economics today is how does the brain generate preferences and make choices? With a unique interdisciplinary approach, this volume is among the first to explore the cognitive and neural mechanisms mediating the generation of the preferences that guide choice. From preferences determining mundane purchases, to social preferences influencing mating choice, through to moral decisions, the authors adopt diverse approaches to answer the question. Chapters explore the instability of preferences and the common neural processes that occur across preferences. Edited by one of the world's most renowned cognitive neuroscientists, each chapter is authored by an expert in the field, with a host of international contributors. Emphasis on common process underlying preference generation makes material applicable to a variety of disciplines - neuroscience, psychology, economics, law, philosophy, etc. Offers specific focus on how preferences are generated to guide decision making, carefully examining one aspect of the broad field of neuroeconomics and complementing existing volumes Features outstanding, international scholarship, with chapters written by an expert in the topic area



Behavioral Neuroscience Of Motivation


Behavioral Neuroscience Of Motivation
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Author : Eleanor H. Simpson
language : en
Publisher: Springer
Release Date : 2016-05-11

Behavioral Neuroscience Of Motivation written by Eleanor H. Simpson and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-11 with Medical categories.


This volume covers the current status of research in the neurobiology of motivated behaviors in humans and other animals in healthy condition. This includes consideration of the psychological processes that drive motivated behavior and the anatomical, electrophysiological and neurochemical mechanisms which drive these processes and regulate behavioural output. The volume also includes chapters on pathological disturbances in motivation including apathy, or motivational deficit as well as addictions, the pathological misdirection of motivated behavior. As with the chapters on healthy motivational processes, the chapters on disease provide a comprehensive up to date review of the neurobiological abnormalities that underlie motivation, as determined by studies of patient populations as well as animal models of disease. The book closes with a section on recent developments in treatments for motivational disorders.