Published June 1, 2023
| Version v1
Software
Open
Code and Data for the KR 2023 paper "Learning General Policies with Policy Gradient Methods"
Creators
- 1. Linköping University
- 2. Universitat Pompeu Fabra
- 3. RWTH Aachen University
Description
This archive contains three files:
- The file 'Code.zip' contains the source code we used to train and test models. Please refer to the included README.md file for additional information.
- The file 'Domains.zip' contains the PDDL files of the domains that we used in the paper. The test instances can be found in the subdirectory 'test' for each domain.
- The file 'Models.zip' contains two models for each domain: the one that had the best performance on the validation set, and the latest one. In addition to the models, there are training and test logs. A test log is the output of the planner using the model to solve an instance.