Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information von Kumaran, Dharshan, Banino, Andrea, Blundell, Charles, Hassabis, Demis, Dayan, Peter

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Vector-based navigation using grid-like representations in artificial agents von Banino, Andrea, Barry, Caswell, Uria, Benigno, Blundell, Charles, Lillicrap, Timothy, Mirowski, Piotr, Pritzel, Alexander, Chadwick, Martin J., Degris, Thomas, Modayil, Joseph, Wayne, Greg, Soyer, Hubert, Viola, Fabio, Zhang, Brian, Goroshin, Ross, Rabinowitz, Neil, Pascanu, Razvan, Beattie, Charlie, Petersen, Stig, Sadik, Amir, Gaffney, Stephen, King, Helen, Kavukcuoglu, Koray, Hassabis, Demis, Hadsell, Raia, Kumaran, Dharshan

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Interpreting wide-band neural activity using convolutional neural networks von Frey, Markus, Tanni, Sander, Perrodin, Catherine, O'Leary, Alice, Nau, Matthias, Kelly, Jack, Banino, Andrea, Bendor, Daniel, Lefort, Julie, Doeller, Christian F, Barry, Caswell

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Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes von Koster, Raphael, Chadwick, Martin J., Chen, Yi, Berron, David, Banino, Andrea, Düzel, Emrah, Hassabis, Demis, Kumaran, Dharshan

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Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization von Banino, Andrea, Koster, Raphael, Hassabis, Demis, Kumaran, Dharshan

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Investigating memory: an intersection of neuroscience and artificial intelligence von Banino, Andrea

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PonderNet: Learning to Ponder von Banino, Andrea, Balaguer, Jan, Blundell, Charles

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Synth$^2$: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings von Sharifzadeh, Sahand, Kaplanis, Christos, Pathak, Shreya, Kumaran, Dharshan, Ilic, Anastasija, Mitrovic, Jovana, Blundell, Charles, Banino, Andrea

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Transformers need glasses! Information over-squashing in language tasks von Barbero, Federico, Banino, Andrea, Kapturowski, Steven, Kumaran, Dharshan, Araújo, João G. M, Vitvitskyi, Alex, Pascanu, Razvan, Veličković, Petar

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Using Forwards-Backwards Models to Approximate MDP Homomorphisms von Mavor-Parker, Augustine N, Sargent, Matthew J, Pehle, Christian, Banino, Andrea, Griffin, Lewis D, Barry, Caswell

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PERFORMING NAVIGATION TASKS USING GRID CODES von HADSELL, Raia Thais, BANINO, Andrea, KUMARAN, Sudarshan, URIA-MARTINEZ, Benigno

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PERFORMING NAVIGATION TASKS USING GRID CODES von HADSELL, Raia Thais, BANINO, Andrea, KUMARAN, Sudarshan, URIA-MARTINEZ, Benigno

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The CLRS Algorithmic Reasoning Benchmark von Veličković, Petar, Badia, Adrià Puigdomènech, Budden, David, Pascanu, Razvan, Banino, Andrea, Dashevskiy, Misha, Hadsell, Raia, Blundell, Charles

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CoBERL: Contrastive BERT for Reinforcement Learning von Banino, Andrea, Badia, Adrià Puidomenech, Walker, Jacob, Scholtes, Tim, Mitrovic, Jovana, Blundell, Charles

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Towards mental time travel: a hierarchical memory for reinforcement learning agents von Lampinen, Andrew Kyle, Chan, Stephanie C. Y, Banino, Andrea, Hill, Felix

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Performing navigation tasks using grid codes von Uria-Martínez, Benigno, Banino, Andrea, Kumaran, Sudarshan, Hadsell, Raia Thais

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PonderNet: Learning to Ponder von Banino, Andrea, Balaguer, Jan, Blundell, Charles

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GENERATING SPATIAL EMBEDDINGS BY INTEGRATING AGENT MOTION AND OPTIMIZING A PREDICTIVE OBJECTIVE von ZAMBALDI, Vinicius, BANINO, Andrea, URIA-MARTÍNEZ, Benigno, IBARZ GABARDOS, Borja, BLUNDELL, Charles

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Semantic Exploration from Language Abstractions and Pretrained Representations von Tam, Allison C, Rabinowitz, Neil C, Lampinen, Andrew K, Roy, Nicholas A, Chan, Stephanie C. Y, Strouse, DJ, Wang, Jane X, Banino, Andrea, Hill, Felix

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Synth\(^2\): Boosting Visual-Language Models with Synthetic Captions and Image Embeddings von Sharifzadeh, Sahand, Kaplanis, Christos, Pathak, Shreya, Kumaran, Dharshan, Ilic, Anastasija, Mitrovic, Jovana, Blundell, Charles, Banino, Andrea

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