@InProceedings{busattogaston_et_al:LIPIcs.CONCUR.2020.40, author = {Busatto-Gaston, Damien and Chakraborty, Debraj and Raskin, Jean-Francois}, title = {{Monte Carlo Tree Search Guided by Symbolic Advice for MDPs}}, booktitle = {31st International Conference on Concurrency Theory (CONCUR 2020)}, pages = {40:1--40:24}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-160-3}, ISSN = {1868-8969}, year = {2020}, volume = {171}, editor = {Konnov, Igor and Kov\'{a}cs, Laura}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CONCUR.2020.40}, URN = {urn:nbn:de:0030-drops-128523}, doi = {10.4230/LIPIcs.CONCUR.2020.40}, annote = {Keywords: Markov decision process, Monte Carlo tree search, symbolic advice, simulation} }