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Modeling Adaptive Reasoning in 🪨 📜 ✂️

Modeling Adaptive Reasoning in 🪨 📜 ✂️

Summary

Overview
Introduction
Data

Model-Based Agent

Model Overview
Model Results
Reference: Model Code

Model-Free RL Agent

Model Overview
Model Results
Reference: RL Model Code

Model Comparison

Model Comparison Overview
Model Comparison Results

Discussion

Discussion

APPENDIX - code

model_utils.py
model_event_counts.py
model_decision_functions.py
model_wrapper.py
RL_model_utils.py
RL_model_reward.py
RL_model_decision_functions.py
visualization.py

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Model Comparison Overview

Model Comparison Overview#

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Reference: RL Model Code

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Model Comparison Results

By Betty Gong, MJ Mei, Annalea O'Halloran, Alison Yu, Erik Brockbank
© Copyright 2022.