@article{Coman_Munoz-Avila_2011, title={Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics}, volume={25}, url={https://ojs.aaai.org/index.php/AAAI/article/view/8006}, DOI={10.1609/aaai.v25i1.8006}, abstractNote={ <p> Diversity-aware planning consists of generating multiple plans which, while solving the same problem, are dissimilar from one another. Quantitative plan diversity is domain-independent and does not require extensive knowledge-engineering effort, but can fail to reflect plan differences that are relevant to users. Qualitative plan diversity is based on domain-specific characteristics, thus being of greater practical value, but may require substantial knowledge engineering. We demonstrate a domain-independent diverse plan generation method that is based on customizable plan distance metrics and amenable to both quantitative and qualitative diversity. Qualitative plan diversity is obtained with minimal knowledge-engineering effort, using distance metrics which incorporate domain-specific content. </p> }, number={1}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Coman, Alexandra and Munoz-Avila, Hector}, year={2011}, month={Aug.}, pages={946-951} }