Matthew Botvinick

Researcher, Google DeepMind

Joined

December 2017

Names

Matthew Botvinick

Emails

****@google.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Google DeepMind (google.com)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Whole-body simulation of realistic fruit fly locomotion with deep reinforcement learning
Roman Vaxenburg, Igor Siwanowicz, Josh Merel, Alice A. Robie, Carmen Morrow, Guido Novati, Zinovia Stefanidi, Gwyneth M. Card, Michael B. Reiser, Matthew Botvinick, Kristin Branson, Yuval Tassa, Srinivas C Turaga
- OpenReview Archive Direct Upload
- Readers: Everyone
Value representations in the rodent orbitofrontal cortex drive learning, not choice
Kevin J Miller, Matthew Botvinick, Carlos D Brody
- 14 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
From predictive models to cognitive models: Separable behavioral processes underlying reward learning in the rat
Kevin J Miller, Matthew Botvinick, Carlos D Brody
- 14 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Dorsal hippocampus contributes to model-based planning
Kevin J Miller, Matthew Botvinick, Carlos D Brody
- 14 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Cognitive Model Discovery via Disentangled RNNs
Kevin J Miller, Maria K Eckstein, Matthew Botvinick, Zeb Kurth-Nelson
- NeurIPS 2023 poster
- Readers: Everyone
Meta-in-context learning in large language models
Julian Coda-Forno, Marcel Binz, Zeynep Akata, Matthew Botvinick, Jane X Wang, Eric Schulz
- NeurIPS 2023 poster
- Readers: Everyone
Adaptive patch foraging in deep reinforcement learning agents
Nathan Wispinski, Andrew Butcher, Kory Wallace Mathewson, Craig S Chapman, Matthew Botvinick, Patrick M. Pilarski
- Accepted by TMLR
- Readers: Everyone
Learning to Induce Causal Structure
Nan Rosemary Ke, Silvia Chiappa, Jane X Wang, Jorg Bornschein, Anirudh Goyal, Melanie Rey, Theophane Weber, Matthew Botvinick, Michael Curtis Mozer, Danilo Jimenez Rezende
- Published: 01 Feb 2023, Last Modified: 10 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Minimum Description Length Control
Ted Moskovitz, Ta-Chu Kao, Maneesh Sahani, Matthew Botvinick
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Fine-tuning language models to find agreement among humans with diverse preferences
Michiel A. Bakker, Martin J Chadwick, Hannah Sheahan, Michael Henry Tessler, Lucy Campbell-Gillingham, Jan Balaguer, Nat McAleese, Amelia Glaese, John Aslanides, Matthew Botvinick, Christopher Summerfield
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone

View all 33 publications

Co-Authors

View all 134 co-authors