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Applying variational information bottleneck in hierarchical domains (Matt Botvinick)
Matt Botvinick
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Matt Botvinick (Google DeepMind / University College London)
More from the Same Authors
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2021 : Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents »
Jane Wang · Michael King · Nicolas Porcel · Zeb Kurth-Nelson · Tina Zhu · Charles Deck · Peter Choy · Mary Cassin · Malcolm Reynolds · Francis Song · Gavin Buttimore · David Reichert · Neil Rabinowitz · Loic Matthey · Demis Hassabis · Alexander Lerchner · Matt Botvinick -
2021 Spotlight: Collaborating with Humans without Human Data »
DJ Strouse · Kevin McKee · Matt Botvinick · Edward Hughes · Richard Everett -
2023 Poster: Meta-in-context learning in large language models »
Julian Coda-Forno · Marcel Binz · Zeynep Akata · Matt Botvinick · Jane Wang · Eric Schulz -
2023 Poster: Cognitive Model Discovery via Disentangled RNNs »
Kevin Miller · Maria Eckstein · Matt Botvinick · Zeb Kurth-Nelson -
2022 Poster: Fine-tuning language models to find agreement among humans with diverse preferences »
Michiel Bakker · Martin Chadwick · Hannah Sheahan · Michael Tessler · Lucy Campbell-Gillingham · Jan Balaguer · Nat McAleese · Amelia Glaese · John Aslanides · Matt Botvinick · Christopher Summerfield -
2021 Poster: Collaborating with Humans without Human Data »
DJ Strouse · Kevin McKee · Matt Botvinick · Edward Hughes · Richard Everett -
2021 Poster: Attention over Learned Object Embeddings Enables Complex Visual Reasoning »
David Ding · Felix Hill · Adam Santoro · Malcolm Reynolds · Matt Botvinick -
2021 Poster: SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition »
Rishabh Kabra · Daniel Zoran · Goker Erdogan · Loic Matthey · Antonia Creswell · Matt Botvinick · Alexander Lerchner · Chris Burgess -
2021 Oral: Attention over Learned Object Embeddings Enables Complex Visual Reasoning »
David Ding · Felix Hill · Adam Santoro · Malcolm Reynolds · Matt Botvinick -
2020 : Panel discussion »
Pierre-Yves Oudeyer · Marc Bellemare · Peter Stone · Matt Botvinick · Susan Murphy · Anusha Nagabandi · Ashley Edwards · Karen Liu · Pieter Abbeel -
2020 : Invited talk: Matt Botvinick "Alchemy: A Benchmark Task Distribution for Meta-Reinforcement Learning Research" »
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2018 Poster: Learning to Share and Hide Intentions using Information Regularization »
DJ Strouse · Max Kleiman-Weiner · Josh Tenenbaum · Matt Botvinick · David Schwab -
2017 : Panel Discussion »
Matt Botvinick · Emma Brunskill · Marcos Campos · Jan Peters · Doina Precup · David Silver · Josh Tenenbaum · Roy Fox -
2017 : Meta-reinforcement learning in brains and machines »
Matt Botvinick