Patrick Nalepka's Projects
Repository for the paper titled "Autistic young people adaptively use gaze to facilitate joint attention during multigestural dyadic interactions"
This repository contains all correction schemes proposed and used in the article "Border effect corrections for diagonal line based recurrence quantification analysis measures" (submitted to Physics Letters A)
Repo for the Deep Reinforcement Learning Nanodegree program
Modularized Implementation of Deep RL Algorithms in PyTorch
Value-Based Methods Project for Udacity's Deep Reinforcement Learning Nanodegree
Code and data for the tutorial Deep Learning in the Eye Tracking World presented during ETRA 2021
Template project to integrate SR Eyelink with Unity
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
Repository for paper titled "Gaze Facilitates Responsivity During Hand-Coordinated Joint Attention"
Group Binary Search Task (Roberts & Goldstone, 2011) demo implemented in Unity using PUN
A toolkit for developing and comparing reinforcement learning algorithms.
Learning about Github
Employing Human Social-Motor Solutions for Human-Machine Interaction in Dynamical Task Contexts
Code for "On the Utility of Learning about Humans for Human-AI Coordination"
Policy-Based Methods Project for Udacity's Deep Reinforcement Learning Nanodegree
Various Time-Series Toolboxes
This repository contains R and Matlab functions for the computation of Multidimensional Cross-Recurrence Quantification Analysis (MdCRQA) from the paper "Multidimensional Cross-Recurrence Quantification Analysis (MdCRQA) – a method for quantifying correlation between multivariate time-series."
MATLAB code for estimating parameters for phase space reconstruction of multivariate data.
This repository contains additional resources to the article "Multidimensional Recurrence Quantification Analysis (MdRQA) for the analysis of multidimensional time-series: A software implementation in MATLAB and its application to group-level data in joint action", Frontiers in Psychology, by Wallot, Roepstorff & Mønster, as well as to the article "Analyzing Multivariate Dynamics Using Cross-Recurrence Quantification Analysis (CRQA), Diagonal-Cross-Recurrence Profiles (DCRP), and Multidimensional Recurrence Quantification Analysis (MdRQA) – A Tutorial in R" by Wallot & Leonardi
Repository to test Mirror and Tobii integration
Naturalistic Experimental Design Environment for neuroscientists
OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation
Web application where humans can play Overcooked with AI agents.
Overcooked-AI Experiment Psiturk Demo (for MTurk experiments)
A benchmark environment for fully cooperative multi-agent performance.
python version of raincloud
Holds testing section, a 4-hour workshop session on testing and continuous integration.
Python Implementation of Reinforcement Learning: An Introduction