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Mohammadhosein Hasanbeig

Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic

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Feb 24, 2021
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Shielding Atari Games with Bounded Prescience

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Jan 22, 2021
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Jump Operator Planning: Goal-Conditioned Policy Ensembles and Zero-Shot Transfer

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Jul 06, 2020
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Cautious Reinforcement Learning with Logical Constraints

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Mar 21, 2020
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DeepSynth: Program Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning

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Nov 22, 2019
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Modular Deep Reinforcement Learning with Temporal Logic Specifications

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Sep 23, 2019
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Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees

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Sep 11, 2019
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Certified Reinforcement Learning with Logic Guidance

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Feb 02, 2019
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Logically-Constrained Reinforcement Learning

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Oct 22, 2018
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Logically-Constrained Neural Fitted Q-Iteration

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Sep 20, 2018
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