This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling
Recipes for cognitive modeling using Stan [work in progress]
Repository for the MSc project "To Err is Human: Designing Correct-by-Construction Driver Assistance Systems using Cognitive Modelling".
A python-based graphical user interface for Windows users of fast-dm - a diffusion model analysis tool.
Social Reasoner for Socially-Aware Intelligent Conversational Agents
In this project, we design a recurrent neural network to simulate a cognitive model of decision-making called Multi Alternative Decision Field Theory (MDFT). We train this RNN to learn the parameters of MDFT.
In this project, we use the maximum entropy principle in Inverse reinforcement learning to learn soft constraints from demonstrations obtained from an agent interacting with a non-deterministic MDP. In the second part of this project, we implement various strategies (orchestrators) to mix conflicting policies (e.g. pragmatic vs ethical). In one …
Models of Motor Inhibition during Motor Imagery
A cognitive model testing API based on the JESS rule engine. It provides a simple and easy to use way to test a cognitive model on a given task,
[CogSci 2016] A Computational Exploration of Problem-Solving Strategies and Gaze Behaviors on the Block Design Task
Repository of dataset, R Markdown Notebook with codes, and other ancillary materials for a book chapter on the conceptualisation of ANGER in Indonesian.
The repository for the SNU course on Dynamics and Cognitive Models in spring, 2019.
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