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Julia Kim

External Model Motivated Agents: Reinforcement Learning for Enhanced Environment Sampling

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Jun 28, 2024
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Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning

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Apr 02, 2024
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A Simple Way to Incorporate Novelty Detection in World Models

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Oct 12, 2023
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Neuro-Symbolic World Models for Adapting to Open World Novelty

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Jan 16, 2023
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The Role of Exploration for Task Transfer in Reinforcement Learning

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Oct 11, 2022
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NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty

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Mar 23, 2022
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