@InProceedings{hahn_et_al:LIPIcs.CONCUR.2020.21, author = {Hahn, Ernst Moritz and Perez, Mateo and Schewe, Sven and Somenzi, Fabio and Trivedi, Ashutosh and Wojtczak, Dominik}, title = {{Model-Free Reinforcement Learning for Stochastic Parity Games}}, booktitle = {31st International Conference on Concurrency Theory (CONCUR 2020)}, pages = {21:1--21:16}, 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.2020.21}, URN = {urn:nbn:de:0030-drops-128332}, doi = {10.4230/LIPIcs.CONCUR.2020.21}, annote = {Keywords: Reinforcement learning, Stochastic games, Omega-regular objectives} }