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set

DQN with context bandit task (Advised by @geraudnt)

https://github.com/soankim/set

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
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    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
    Links to: arxiv.org
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    Scientific vocabulary similarity
    Low similarity (3.5%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

DQN with context bandit task (Advised by @geraudnt)

Basic Info
  • Host: GitHub
  • Owner: SoanKim
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 195 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 4 years ago · Last pushed 10 months ago
Metadata Files
Readme Citation

README.md

SET

DQN with context bandit task (thanks to kind advice from @geraudnt.

My project is based on DQN with context bandit environment with the stimuli representing the cards of the board game, SET.
After observing the three cards with four features, the agent come to judge whether they are valid sets or not.

alt text

Requirements

matplotlib
numpy>=1.11.0
torch==0.4.0
pandas
scipy
ipykernel

Future Work

Owner

  • Name: Soan Kim
  • Login: SoanKim
  • Kind: user

Ph.D. student in Cognitive Neuroscience Psychological/deep reinforcement learning and fMRI

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: SET
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Soan
    family-names: Kim
    email: soan.kim9@gmail.com
repository-code: 'https://github.com/SoanKim/SET'
license: CC-BY-NC-4.0
commit: b3c5124
date-released: '2022-01-31'

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