@inproceedings{Hasanbeig:2021:DAS, title = "{DeepSynth}: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning", author = "Mohammadhosein Hasanbeig and Natasha Yogananda Jeppu and Alessandro Abate and Tom Melham and Daniel Kroening", year = "2021", booktitle = "Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2--9, 2021", pages = "7647--7656", publisher = "{AAAI} Press", url = "https://ojs.aaai.org/index.php/AAAI/article/view/16935", }