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DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning.

M. Hasanbeig, N. Jeppu, A. Abate, T. Melham, and D. Kroening. AAAI, page 7647-7656. AAAI Press, (2021)

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Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees.M. Hasanbeig, Y. Kantaros, A. Abate, D. Kroening, G. Pappas, and I. Lee. CDC, page 5338-5343. IEEE, (2019)Towards Verifiable and Safe Model-Free Reinforcement Learning.M. Hasanbeig, D. Kroening, and A. Abate. OVERLAY@AI*IA, volume 2509 of CEUR Workshop Proceedings, page 1. CEUR-WS.org, (2019)Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic.M. Cai, M. Hasanbeig, S. Xiao, A. Abate, and Z. Kan. CoRR, (2021)DeepSynth: Program Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning.M. Hasanbeig, N. Jeppu, A. Abate, T. Melham, and D. Kroening. CoRR, (2019)Safe and certified reinforcement learning with logical constraints.M. Hasanbeig. University of Oxford, UK, (2020)British Library, EThOS.Jump Operator Planning: Goal-Conditioned Policy Ensembles and Zero-Shot Transfer.T. Ringstrom, M. Hasanbeig, and A. Abate. CoRR, (2020)Logically-Constrained Neural Fitted Q-Iteration.M. Hasanbeig, A. Abate, and D. Kroening. CoRR, (2018)Modular Deep Reinforcement Learning with Temporal Logic Specifications.L. Yuan, M. Hasanbeig, A. Abate, and D. Kroening. CoRR, (2019)Cautious Reinforcement Learning with Logical Constraints.M. Hasanbeig, A. Abate, and D. Kroening. AAMAS, page 483-491. International Foundation for Autonomous Agents and Multiagent Systems, (2020)From Game-theoretic Multi-agent Log Linear Learning to Reinforcement Learning.M. Hasanbeig, and L. Pavel. CoRR, (2018)

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Disambiguation of "Hasanbeig, Mohammadhosein"

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DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning.

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Disambiguation of "Hasanbeig, Mohammadhosein"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning.

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DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning.