Andrea Banino

21 papers A* 7Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
How Overconfidence in Initial Choices and Underconfidence Under Criticism Modulate Change of Mind in Large Language Models.
CoRR
Dharshan Kumaran, Stephen M. Fleming, Larisa Markeeva, Joe Heyward, Andrea Banino, Mrinal Mathur, Razvan Pascanu, Simon Osindero, Benedetto De Martino, Petar Velickovic, Viorica Patraucean
2024 J jnl
Synth
CoRR
Sahand Sharifzadeh, Christos Kaplanis, Shreya Pathak, Dharshan Kumaran, Anastasija Ilic, Jovana Mitrovic, Charles Blundell, Andrea Banino
2024 A* conf
Transformers need glasses! Information over-squashing in language tasks.
NeurIPS
Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João Guilherme Madeira Araújo, Oleksandr Vitvitskyi, Razvan Pascanu, Petar Velickovic
2024 J jnl
Transformers need glasses! Information over-squashing in language tasks.
CoRR
Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João G. M. Araújo, Alex Vitvitskyi, Razvan Pascanu, Petar Velickovic
2022 J jnl
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism.
CoRR
Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry
2022 A* conf
CoBERL: Contrastive BERT for Reinforcement Learning.
ICLR
Andrea Banino, Adrià Puigdomènech Badia, Jacob C. Walker, Tim Scholtes, Jovana Mitrovic, Charles Blundell
2022 A* conf
Retrieval-Augmented Reinforcement Learning.
ICML
Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomènech Badia, Arthur Guez, Mehdi Mirza, Peter Conway Humphreys, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy P. Lillicrap, Nicolas Heess, Charles Blundell
2022 J jnl
Retrieval-Augmented Reinforcement Learning.
CoRR
Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomènech Badia, Arthur Guez, Mehdi Mirza, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy P. Lillicrap, Nicolas Heess, Charles Blundell
2022 A* conf
Semantic Exploration from Language Abstractions and Pretrained Representations.
NeurIPS
Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen, Nicholas A. Roy, Stephanie C. Y. Chan, DJ Strouse, Jane Wang, Andrea Banino, Felix Hill
2022 J jnl
Semantic Exploration from Language Abstractions and Pretrained Representations.
CoRR
Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen, Nicholas A. Roy, Stephanie C. Y. Chan, DJ Strouse, Jane X. Wang, Andrea Banino, Felix Hill
2022 A* conf
The CLRS Algorithmic Reasoning Benchmark.
ICML
Petar Velickovic, Adrià Puigdomènech Badia, David Budden, Razvan Pascanu, Andrea Banino, Misha Dashevskiy, Raia Hadsell, Charles Blundell
2022 J jnl
The CLRS Algorithmic Reasoning Benchmark.
CoRR
Petar Velickovic, Adrià Puigdomènech Badia, David Budden, Razvan Pascanu, Andrea Banino, Misha Dashevskiy, Raia Hadsell, Charles Blundell
2021 J jnl
CoBERL: Contrastive BERT for Reinforcement Learning.
CoRR
Andrea Banino, Adrià Puigdomènech Badia, Jacob C. Walker, Tim Scholtes, Jovana Mitrovic, Charles Blundell
2021 J jnl
PonderNet: Learning to Ponder.
CoRR
Andrea Banino, Jan Balaguer, Charles Blundell
2021 A* conf
Towards mental time travel: a hierarchical memory for reinforcement learning agents.
NeurIPS
Andrew K. Lampinen, Stephanie C. Y. Chan, Andrea Banino, Felix Hill
2021 J jnl
Towards mental time travel: a hierarchical memory for reinforcement learning agents.
CoRR
Andrew Kyle Lampinen, Stephanie C. Y. Chan, Andrea Banino, Felix Hill
2020 A* conf
MEMO: A Deep Network for Flexible Combination of Episodic Memories.
ICLR
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell
2020 J jnl
MEMO: A Deep Network for Flexible Combination of Episodic Memories.
CoRR
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell
2018 J jnl
Vector-based navigation using grid-like representations in artificial agents.
Nat.
Andrea Banino, Caswell Barry, Benigno Uria, Charles Blundell, Timothy P. Lillicrap, Piotr Mirowski, Alexander Pritzel, Martin J. Chadwick, Thomas Degris, Joseph Modayil, Greg Wayne, Hubert Soyer, Fabio Viola, Brian Zhang, Ross Goroshin, Neil C. Rabinowitz, Razvan Pascanu, Charlie Beattie, Stig Petersen, Amir Sadik, Stephen Gaffney, Helen King, Koray Kavukcuoglu, Demis Hassabis, Raia Hadsell, Dharshan Kumaran
2017 — conf
Learning to Navigate in Complex Environments.
ICLR (Poster)
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andy Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell
2016 J jnl
Learning to Navigate in Complex Environments.
CoRR
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andrew J. Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell