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Successor Options is an option discovery framework for Reinforcement Learning

Home Page: https://arxiv.org/abs/1905.05731

Python 100.00%

successoroptions's Introduction

Successor Options

This repo contains code for the paper Successor Options

Our method clusters the state space into different regions and learns options navigating to each of these clusters.

To install all required packages run

pip install -r requirements.txt

Files and their utilities

File	Utility
buildIncrementalSR	Code for building Inc-SR-options
buildPoliciesEigen	Code for building Eigen-options
buildPoliciesSuccessor	Code for building SR-options
successor	Class defining SR-options
laplacian	Class defining Eigen-options
visualize	Class defining SR-options
evaluateSR	Evluates SR options and Eigen-options
support/	Helper functions for SR/Eigen options
env/	Grid-world environment wrappe
data/	Folder to store policies
images/	Folder to store images

successoroptions's People

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nikhilrayaprolu qqpann tmssmith zxh0722 danhlephuoc

successoroptions's Issues

loadSuccessor is not doing anything and blocking the code

Thanks for your paper and code.

I tried to run each python script and found that buildPoliciesSuccessor not working.
I figured out that saveSuccessor is not used anywhere and you are not saving the CSV file in this repository.
And loadSuccessor is actually just loading all zero NumPy arrays, which is already initiated inside __init__.
Does just deleting loadSuccessor work?

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