SMART-Env

Friedl, Sabrina; Schmoll, Sebastian; Borutta, Felix and Schubert, Matthias (2020): SMART-Env. In: 2020 21St IEEE International Conference on Mobile Data Management (Mdm 2020): pp. 234-235

Abstract

In this work, we present SMART-Env (Spatial Multi-Agent Resource search Training Environment), a spatio-temporal multi-agent environment for evaluating and training different kinds of agents on resource search tasks. We explain how to simulate arbitrary spawning distributions on real-world street graphs, compare agents' behavior and evaluate their performance over time. Finally, we demonstrate SMART-Env in a taxi dispatching scenario with three different kinds of agents.

• Item Type: Journal article
• Faculties: Mathematics, Computer Science and Statistics > Computer Science
• Subjects: 000 Computer science, information and general works > 004 Data processing computer science
• ISSN: 1551-6245
• Language: English