kevin frans blog kvfrans.com

Alchemist's Notes on Deep Learning

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Small-Research: Tanh Activations with DDPG

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Small-Research: Policy Extraction in IQL

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Successor Representations Explained

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Variational Information Bottleneck Explained

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A Brief Examination of Generative Models

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Deriving the KL divergence loss in variational autoencoders

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For AGI, we need better tasks. For better tasks, we need open-endedness. (ALOE 2022 Notes)

kvfrans.com·207w

A Mathematical Definition of Interestingness

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To extract information from language models, optimize for causal response

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Data digesters, ML^2, Interestingness

kvfrans.com·235w

CLIPDraw: Exploring Text-to-Drawing Synthesis

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StampCA: Growing Emoji with Conditional Neural Cellular Automata

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Quality Diversity: Evolving Ocean Creatures

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Open-Endedness 3: Multicell World

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