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Hanna Krasowski

Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking

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Jun 06, 2024
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Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea

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Feb 13, 2024
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Stranding Risk for Underactuated Vessels in Complex Ocean Currents: Analysis and Controllers

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Jul 04, 2023
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Maximizing Seaweed Growth on Autonomous Farms: A Dynamic Programming Approach for Underactuated Systems Navigating on Uncertain Ocean Currents

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Jul 04, 2023
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Verifiably Safe Reinforcement Learning with Probabilistic Guarantees via Temporal Logic

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Dec 12, 2022
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Provably Safe Reinforcement Learning via Action Projection using Reachability Analysis and Polynomial Zonotopes

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Oct 19, 2022
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Provably Safe Reinforcement Learning: A Theoretical and Experimental Comparison

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May 13, 2022
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