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Dylan R. Ashley

Automatic Album Sequencing

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Nov 12, 2024
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Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning

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Jun 12, 2024
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Towards a Robust Soft Baby Robot With Rich Interaction Ability for Advanced Machine Learning Algorithms

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Apr 11, 2024
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Mindstorms in Natural Language-Based Societies of Mind

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May 26, 2023
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On Narrative Information and the Distillation of Stories

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Nov 22, 2022
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Upside-Down Reinforcement Learning Can Diverge in Stochastic Environments With Episodic Resets

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May 13, 2022
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All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL

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Feb 24, 2022
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Learning Relative Return Policies With Upside-Down Reinforcement Learning

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Feb 23, 2022
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Automatic Embedding of Stories Into Collections of Independent Media

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Nov 03, 2021
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Reward-Weighted Regression Converges to a Global Optimum

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Jul 19, 2021
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