Computational models of decision making

computational modelling — Learning & Decision-making Lab

The tutorial focuses on learning to implement and fit very basic learning models from two classes of models: one reinforcement learning model, and one normative ...

Computational modelling for decision-making: where, why ... - OUCI

In order to deal with an increasingly complex world, we need ever more sophisticated computational models that can help us make decisions wisely and ...

Computational-mathematical modeling of decision-making using ...

Introduction: Investigating how individuals' decision-making is influenced by other cognitive elements and using computational modeling of decision can help ...

A Computational Model of the Attention Process in Risky Choice

One characterization of recent theoretical work in judgment and decision making is the shift from algebraic, outcome-based models of behavior to those that ...

Computational Models of Human Decision-Making with Application ...

A solution for a task offloading problem in fog computing and the implications of including humans in the loop are analyzed and a brief review of ...

What Computational Models Reveal about Decision-Making ...

One of the most popular paradigms for studying the neural basis of decision-making is a two-alternative forced-choice task in which a group of dots moving in ...

A Computational Modeling Approach to Understanding Sequential ...

A Computational Modeling Approach to Understanding Sequential Decision Making · Summary · Scientific abstract · Persons · Disciplines and keywords · Scientific ...

Uncovering Heterogeneous Effects in Computational Models for ...

Computational modeling is frequently incorporated into environmental decision-making in order to capture inherently complex relationships ...

Computational Decision Making Methods - Turing Finance

This article discusses various computational decision making methods for financial modelling, agent based modelling, and algorithmic trading strategies.

A computational model for decision tree search - NYU Scholars

How do people plan ahead in sequential decision-making tasks? In this article, we compare computational models of human behavior in a challenging variant of ...

CoMSES Net Computational Model Library

We intended to use data-driven agent-based modeling as a comprehensive analysis tools to understand the collective opinion dynamics and decision making process ...

Computational Models of Human Decision-Making with Application ...

We discuss several networking applications in which appropriate modeling of human decision-making is vital. We then provide a brief review of computational ...

RELPH: A Computational Model for Human Decision Making

A computational modeling approach is employed to help us better understand the reason behind this difference and thus learn more about the ...

Overinterpreting Computational Models of Decision-Making

With that out of the way, I will say the experiments and the computational modeling approach are impressive. The theme is probabilistic decision ...

human experience computational models decision-making

Researchers seek to encapsulate human experience into computational models for military decision-making. Feb. 18, 2020. The Habitus program will find ways ...

How much data do we need to estimate computational models of ...

How much data do we need to estimate computational models of decision-making? The COMPASS toolbox ; Organization. Department of Experimental ...

Uncertainty Quantification and Decision Making in Hierarchical ...

Computational models for large systems are built in a hierarchical way from component, subsystem to system level. Individual component data is more readily ...

A Conceptual and Computational Model of Moral Decision Making ...

We will describe how the LIDA model helps integrate emotions into the human decision making process, and elucidate a process whereby an agent can work through ...

Computational Modeling of Multi-Agent, Continuous Decision ...

Collectively, the results in this dissertation demonstrate the utility in studying decision-making in less-constrained paradigms with the overall goal of ...

Computational Decision Science | Illinois Institute of Technology

As illustrated below (Figure 1), computational decision science uses techniques from mathematics, computer science, and business. The business and ...