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Toryn Q. Klassen

Reward Machines for Deep RL in Noisy and Uncertain Environments

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May 31, 2024
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Remembering to Be Fair: On Non-Markovian Fairness in Sequential DecisionMaking

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Dec 08, 2023
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Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines

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Nov 23, 2022
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Learning to Follow Instructions in Text-Based Games

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Nov 08, 2022
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Learning Reward Machines: A Study in Partially Observable Reinforcement Learning

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Dec 17, 2021
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Be Considerate: Objectives, Side Effects, and Deciding How to Act

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Jun 04, 2021
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Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning

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Oct 06, 2020
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The act of remembering: a study in partially observable reinforcement learning

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Oct 05, 2020
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Towards the Role of Theory of Mind in Explanation

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May 06, 2020
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