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
| 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 |