Generative Modeling of Human Behavior PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Generative Modeling of Human Behavior PDF full book. Access full book title Generative Modeling of Human Behavior by Saumya Gupta. Download full books in PDF and EPUB format.
Author: Saumya Gupta
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Get Book Here
Book Description
The developed pedestrian trajectory planning algorithm can be expanded as a simulation framework to provide a more realistic demonstration of how pedestrians use traffic facilities and interact with their environment. Moreover, the model’s applicability is not limited to road traffic and shared spaces. It can find broader applications such as the emergency evacuation of buildings, large events, airports, and railway stations.
Author: Saumya Gupta
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Get Book Here
Book Description
The developed pedestrian trajectory planning algorithm can be expanded as a simulation framework to provide a more realistic demonstration of how pedestrians use traffic facilities and interact with their environment. Moreover, the model’s applicability is not limited to road traffic and shared spaces. It can find broader applications such as the emergency evacuation of buildings, large events, airports, and railway stations.
Author: Chathika Gunaratne
Publisher:
ISBN:
Category :
Languages : en
Pages : 134
Get Book Here
Book Description
Holistic, generative modeling techniques, in particular agent-based modeling, are able to ‘grow’ artificial societies that replicate emergent patterns seen in the real world. Driving the autonomous agents of these models are rules, generalized hypotheses of human behavior, which upon validation against real-world data, help assemble theories of human behavior. Yet often, multiple hypothetical causal factors can be suggested for the construction of these rules. With traditional agent-based modeling, it is often up to the modeler’s discretion to decide which combination of factors best represent the rule at hand. Yet, due to the aforementioned lack of insight, the modeled agent rule is often one out of a vast space of possible rules.
Author: Chi-Chun Lee
Publisher: CRC Press
ISBN: 1000794180
Category : Science
Languages : en
Pages : 130
Get Book Here
Book Description
The main purpose of the work is to showcase the interdisciplinary engineering approaches in modeling and understanding human behaviors during interpersonal interactions those that could be typical, distressed, or atypical. The ability to measure human behaviors quantitatively has been a core component and a major research direction in both fields of engineering and psychology – though often with distinct approaches designed for different targeted applications. Engineering methods often strive to achieve high predictive accuracies using behavioral informatics techniques; these techniques employ a combination of behavior measures derived using automated signal based descriptors, and of statistical frameworks modeled using machine learning techniques. These approaches are often distinct from the observational approaches the gold standard for the past three decades in the study of psychology, even in clinical settings. The observational approaches are largely based on human subjective judgments.
Author: Yangsheng Xu
Publisher: CRC Press
ISBN: 9780849377839
Category : Technology & Engineering
Languages : en
Pages : 360
Get Book Here
Book Description
Bridging the gap between human-computer engineering and control engineering, Human Behavior Learning and Transfer delineates how to abstract human action and reaction skills into computational models. The authors include methods for modeling a variety of human action and reaction behaviors and explore processes for evaluating, optimizing, and transferring human skills. They also cover modeling continuous and discontinuous human control strategy and discuss simulation studies and practical real-life situations. The book examines how to model two main aspects of human behavior: reaction skills and action skills. It begins with a discussion of the various topics involved in human reaction skills modeling. The authors apply machine learning techniques and statistical analysis to abstracting models of human reaction control strategy. They contend that such models can be learned sufficiently to emulate complex human control behaviors in the feedback loop. The second half of the book explores issues related to human action skills modeling. The methods presented are based on techniques for reducing the dimensionality of data sets, while preserving as much useful information as possible. The modeling approaches developed are applied in real-life applications including navigation of smart wheel chairs and intelligent surveillance. Written in a consistent, easily approachable style, the book includes in-depth discussions of a broad range of topics. It provides the tools required to formalize human behaviors into algorithmic, machine-coded strategies.
Author: Kevin A. Gluck
Publisher: Psychology Press
ISBN: 1135610495
Category : Computers
Languages : en
Pages : 459
Get Book Here
Book Description
Modeling Human Behavior With Integrated Cognitive Architectures summarizes the results of four years of collaborative research within the Air Force Research Laboratory and the Office of Naval Research.
Author: Indi Young
Publisher: Rosenfeld Media
ISBN: 1933820195
Category : Computers
Languages : en
Pages : 482
Get Book Here
Book Description
There is no single methodology for creating the perfect product—but you can increase your odds. One of the best ways is to understand users' reasons for doing things. Mental Models gives you the tools to help you grasp, and design for, those reasons. Adaptive Path co-founder Indi Young has written a roll-up-your-sleeves book for designers, managers, and anyone else interested in making design strategic, and successful.
Author: J.M. Scandura
Publisher: Springer Science & Business Media
ISBN: 9789028605787
Category : Psychology
Languages : en
Pages : 686
Get Book Here
Book Description
Author: Bernd Schmidt
Publisher:
ISBN:
Category : Computer simulation
Languages : en
Pages : 112
Get Book Here
Book Description
Author: Lucas Jódar Sánchez
Publisher: Nova Publishers
ISBN: 9781536101973
Category : Educational psychology
Languages : en
Pages : 0
Get Book Here
Book Description
This book analyses human behaviour from an individual and organizational perspective. Based on cutting-edge research, each chapter is focused on modeling human behaviour in different fields and takes into account uncertain environments by applying innovative quantitative and qualitative approaches. The book deals with the decision-making process of not only individuals behaving as economic agents who consume, save, produce and invest, but also with organizations such as families, firms, public entities and even countries. The book comprises the most contemporary topics. Each chapter challenges the reader by describing the approaches employed and providing insight into the pillars of Western societies: Public policy, public health, public education, economic and financial markets, citizen security and demographics. This book deals with trendy issues and providing answers to socio-economic dilemmas.
Author: John Brockman
Publisher: Penguin
ISBN: 0525558012
Category : Computers
Languages : en
Pages : 321
Get Book Here
Book Description
Science world luminary John Brockman assembles twenty-five of the most important scientific minds, people who have been thinking about the field artificial intelligence for most of their careers, for an unparalleled round-table examination about mind, thinking, intelligence and what it means to be human. "Artificial intelligence is today's story--the story behind all other stories. It is the Second Coming and the Apocalypse at the same time: Good AI versus evil AI." --John Brockman More than sixty years ago, mathematician-philosopher Norbert Wiener published a book on the place of machines in society that ended with a warning: "we shall never receive the right answers to our questions unless we ask the right questions.... The hour is very late, and the choice of good and evil knocks at our door." In the wake of advances in unsupervised, self-improving machine learning, a small but influential community of thinkers is considering Wiener's words again. In Possible Minds, John Brockman gathers their disparate visions of where AI might be taking us. The fruit of the long history of Brockman's profound engagement with the most important scientific minds who have been thinking about AI--from Alison Gopnik and David Deutsch to Frank Wilczek and Stephen Wolfram--Possible Minds is an ideal introduction to the landscape of crucial issues AI presents. The collision between opposing perspectives is salutary and exhilarating; some of these figures, such as computer scientist Stuart Russell, Skype co-founder Jaan Tallinn, and physicist Max Tegmark, are deeply concerned with the threat of AI, including the existential one, while others, notably robotics entrepreneur Rodney Brooks, philosopher Daniel Dennett, and bestselling author Steven Pinker, have a very different view. Serious, searching and authoritative, Possible Minds lays out the intellectual landscape of one of the most important topics of our time.
