AAAI 2023technical0 citations
Reshaping State-Space Search: From Dominance to Contrastive Analysis
Abstract
State-space search is paramount for intelligent decision making when long-term thinking is needed. We introduce dominance and contrastive analysis methods, which enable reasoning about the relative advantages among different courses of action. This re-shapes how agents reason and leads to new families of state-space search algorithms.
BibTeX
@article{Torralba_2024, title={Reshaping State-Space Search: From Dominance to Contrastive Analysis}, volume={37}, url={https://ojs.aaai.org/index.php/AAAI/article/view/26824}, DOI={10.1609/aaai.v37i13.26824}, abstractNote={State-space search is paramount for intelligent decision making when long-term thinking is needed. We introduce dominance and contrastive analysis methods, which enable reasoning about the relative advantages among different courses of action. This re-shapes how agents reason and leads to new families of state-space search algorithms.}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Torralba, Alvaro}, year={2024}, month={Jul.}, pages={15457-15457} }