Giter Club home page Giter Club logo

spacetreasurerltask's Introduction

Space Treausre RL Task

Author: Paul A. Bloom

Date: Jan 2 2019

A gamified 2-stage reinforcement learning task built in Python

Task design based on Daw et al., 2011 and Decker et al., 2016. While virtually all task contingencies are identical to previous versions of the task, we make several modifications here to run this task with 6-13 year-old children:

  • The transition matrix is explicitly spatial, and all on one screen (i.e. participants can always see both portals and planets)
  • Trials are faster (usually under 3s), such that most participants complete the task (200 trials) in roughly 10 minutes
  • We have added animations, sounds, and music in attempts to 'gamify' the task and engage children for the task duration

To run the game:

python main.py from command line

Python Dependencies:

pygame numpy pandas random datetime os textwrap

spacetreasurerltask's People

Contributors

pab2163 avatar

Stargazers

 avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.