@InProceedings{stoyanova_et_al:LIPIcs.TIME.2024.5, author = {Stoyanova, Ivelina and Museux, Nicolas and Nguyen, Sao Mai and Filliat, David}, title = {{Open the Chests: An Environment for Activity Recognition and Sequential Decision Problems Using Temporal Logic}}, booktitle = {31st International Symposium on Temporal Representation and Reasoning (TIME 2024)}, pages = {5:1--5:19}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-349-2}, ISSN = {1868-8969}, year = {2024}, volume = {318}, editor = {Sala, Pietro and Sioutis, Michael and Wang, Fusheng}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.TIME.2024.5}, URN = {urn:nbn:de:0030-drops-212128}, doi = {10.4230/LIPIcs.TIME.2024.5}, annote = {Keywords: Event-Based Decision Making, Activity Recognition, Temporal Logic, Reinforcement Learning, Dynamic Systems, Complex Event Processing, Benchmark Environment, Real-Time Simulation} }