Name
Abstract | ||
|---|---|---|
The trade-offs between different desirable plan properties -- e.g.PDDL temporal plan preferences -- are often difficult tounderstand. Recent work addresses this by iterative planning withexplanations elucidating the dependencies between such planproperties. Users can ask questions of the form ``Why does the plannot satisfy property p?'', which are answered by ``Because then wewould have to forego q''. It has been shown that such dependenciescan be computed reasonably efficiently. But is this form ofexplanation actually useful for users? We run a large crowd-workeruser study (N=100 in each of 3 domains) evaluating that question. Toenable such a study in the first place, we contribute a Web-basedplatform for iterative planning with explanations, running in standardbrowsers. Comparing users with vs. without access to the explanations,we find that the explanations enable users to identify bettertrade-offs between the plan properties, indicating an improvedunderstanding of the planning task. |
Year | Venue | Keywords |
|---|---|---|
2022 | International Conference on Automated Planning and Scheduling | XAIP,Plan-property Dependencies,User Study |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Rebecca Eifler | 1 | 0 | 0.34 |
| Martim Brandao | 2 | 0 | 0.68 |
| Amanda Coles | 3 | 0 | 0.34 |
| Jeremy Frank | 4 | 216 | 23.82 |
| Jörg Hoffmann | 5 | 2702 | 189.88 |