DH
Demis Hassabis
cs.AIcs.LGstat.MLcs.CLArtificial IntelligenceNeural Networks, ComputerReinforcement, PsychologyDeep LearningSoftwareVideo Games
On Valency
published · living versionsW_45caf8hg·v1 · currentpublished
Model-Free Episodic Control
with Charles Blundell, Benigno Uria, Alexander Pritzel, Yazhe Li +4
1 version
Preprints & journals
129 papers in the corpus · 2007–2026Designing enzymes for new-to-nature chemistry and non-natural substrates with AlphaProtein Novo10.64898/2026.10.01.756017v1 · Wu, Z., Abramson, J., Frerix, T. et al.2026 · 0 citationsbioRxiv
Function-preserving watermarking of AI-generated proteins.42816606 · Stutz, David, Cowen-Rivers, Alexander I, Ortiz-Jimenez, Guillermo et al.2026 · 2 citationsNature. 2026
Gemma 4 Technical Report2607.02770v2 · Gemma Team: Sherif El Abd, Vaibhav Aggarwal, Robin Algayres et al.2026 · 8 citationsarXiv
Accelerating scientific discovery with Co-Scientist.42156544 · Gottweis, Juraj, Weng, Wei-Hung, Daryin, Alexander et al.2026 · 153 citationsNature. 2026;655(8122):487-496
Towards Autonomous Mathematics Research2602.10177v3 · Tony Feng, Trieu H. Trinh, Garrett Bingham et al.2026 · 3 citationsarXiv
Advancing regulatory variant effect prediction with AlphaGenome.41606153 · Avsec, Žiga, Latysheva, Natasha, Cheng, Jun et al.2026 · 373 citationsNature. 2026;649(8099):1206-1218
SIMA 2: A Generalist Embodied Agent for Virtual Worlds2512.04797v1 · SIMA team: Adrian Bolton, Alexander Lerchner, Alexandra Cordell et al.2025 · 0 citationsarXiv
Olympiad-level formal mathematical reasoning with reinforcement learning.41225005 · Hubert, Thomas, Mehta, Rishi, Sartran, Laurent et al.2026 · 19 citationsNature. 2026;651(8106):607-613
Bridging the human-AI knowledge gap through concept discovery and transfer in AlphaZero.40138346 · Schut, Lisa, Tomašev, Nenad, McGrath, Thomas et al.2025 · 15 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(13):e2406675122
Gemma 3 Technical Report2503.19786v1 · Gemma Team: Aishwarya Kamath, Johan Ferret, Shreya Pathak et al.2025 · 72 citationsarXiv
Addendum: Accurate structure prediction of biomolecular interactions with AlphaFold 3.39604737 · Abramson, Josh, Adler, Jonas, Dunger, Jack et al.2025 · 348 citationsNature. 2024;636(8042):E4
Learning high-accuracy error decoding for quantum processors.39567694 · Bausch, Johannes, Senior, Andrew W, Heras, Francisco J H et al.2024 · 103 citationsNature. 2024;635(8040):834-840
Scalable watermarking for identifying large language model outputs.39443777 · Dathathri, Sumanth, See, Abigail, Ghaisas, Sumedh et al.2024 · 131 citationsNature. 2024;634(8035):818-823
De novo design of high-affinity protein binders with AlphaProteo2409.08022v1 · Vinicius Zambaldi, David La, Alexander E. Chu et al.2024 · 61 citationsarXiv
Imagen 32408.07009v3 · Imagen-Team-Google: Jason Baldridge, Jakob Bauer, Mukul Bhutani et al.2024 · 4 citationsarXiv
Gemma 2: Improving Open Language Models at a Practical Size2408.00118v3 · Gemma Team: Morgane Riviere, Shreya Pathak, Pier Giuseppe Sessa et al.2024 · 149 citationsarXiv
Accurate structure prediction of biomolecular interactions with AlphaFold 3.38718835 · Abramson, Josh, Adler, Jonas, Dunger, Jack et al.2024 · 15,549 citationsNature. 2024;630(8016):493-500
Capabilities of Gemini Models in Medicine2404.18416v2 · Khaled Saab, Tao Tu, Wei-Hung Weng et al.2024 · 117 citationsarXiv
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models2404.07839v2 · Aleksandar Botev, Soham De, Samuel L Smith et al.2024 · 5 citationsarXiv
TacticAI: an AI assistant for football tactics.38503774 · Wang, Zhe, Veličković, Petar, Hennes, Daniel et al.2024 · 91 citationsNature communications. 2024;15(1):1906
Gemma: Open Models Based on Gemini Research and Technology2403.08295v4 · Gemma Team: Thomas Mesnard, Cassidy Hardin, Robert Dadashi et al.2024 · 283 citationsarXiv
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context2403.05530v5 · Gemini Team Google: Petko Georgiev, Ving Ian Lei, Ryan Burnell et al.2024 · 302 citationsarXiv
AlphaFold Protein Structure Database in 2024: providing structure coverage for over 214 million protein sequences.37933859 · Varadi, Mihaly, Bertoni, Damian, Magana, Paulyna et al.2024 · 2,041 citationsNucleic acids research. 2024;52(D1):D368-D375
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 988 citationsarXiv
Bridging the Human-AI Knowledge Gap: Concept Discovery and Transfer in AlphaZero2310.16410v1 · Lisa Schut, Nenad Tomasev, Tom McGrath et al.2023 · 9 citationsarXiv
The Protein Structure Prediction Revolution and Its Implications for Medicine: 2023 Albert Lasker Basic Medical Research Award.37732824 · Jumper, John, Hassabis, Demis2023 · 17 citationsJAMA. 2023;330(15):1425-1426
Accurate proteome-wide missense variant effect prediction with AlphaMissense.37733863 · Cheng, Jun, Novati, Guido, Pan, Joshua et al.2023 · 2,128 citationsScience (New York, N.Y.). 2023;381(6664):eadg7492
Diversifying AI: Towards Creative Chess with AlphaZero2308.09175v3 · Tom Zahavy, Vivek Veeriah, Shaobo Hou et al.2023 · 4 citationsarXiv
Faster sorting algorithms discovered using deep reinforcement learning.37286649 · Mankowitz, Daniel J, Michi, Andrea, Zhernov, Anton et al.2023 · 177 citationsNature. 2023;618(7964):257-263
Mastering the game of Stratego with model-free multiagent reinforcement learning.36454847 · Perolat, Julien, De Vylder, Bart, Hennes, Daniel et al.2022 · 160 citationsScience (New York, N.Y.). 2022;378(6623):990-996
3D-Beacons: decreasing the gap between protein sequences and structures through a federated network of protein structure data resources.36448847 · Varadi, Mihaly, Nair, Sreenath, Sillitoe, Ian et al.2022 · 31 citationsGigaScience. 2022;11
Acquisition of chess knowledge in AlphaZero.36375061 · McGrath, Thomas, Kapishnikov, Andrei, Tomašev, Nenad et al.2022 · 106 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(47):e2206625119
Discovering faster matrix multiplication algorithms with reinforcement learning.36198780 · Fawzi, Alhussein, Balog, Matej, Huang, Aja et al.2022 · 478 citationsNature. 2022;610(7930):47-53
Improving alignment of dialogue agents via targeted human judgements2209.14375v1 · Amelia Glaese, Nat McAleese, Maja Trebacz et al.2022 · 134 citationsarXiv
Response to Comment on "Pushing the frontiers of density functionals by solving the fractional electron problem".35926047 · Kirkpatrick, James, McMorrow, Brendan, Turban, David H P et al.2022 · 8 citationsScience (New York, N.Y.). 2022;377(6606):eabq4282
Multiagent off-screen behavior prediction in football.35606400 · Omidshafiei, Shayegan, Hennes, Daniel, Garnelo, Marta et al.2022 · 26 citationsScientific reports. 2022;12(1):8638
Magnetic control of tokamak plasmas through deep reinforcement learning.35173339 · Degrave, Jonas, Felici, Federico, Buchli, Jonas et al.2022 · 749 citationsNature. 2022;602(7897):414-419
AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models.34791371 · Varadi, Mihaly, Anyango, Stephen, Deshpande, Mandar et al.2022 · 7,811 citationsNucleic acids research. 2022;50(D1):D439-D444
Protein structure predictions to atomic accuracy with AlphaFold.35017726 · Jumper, John, Hassabis, Demis2022 · 265 citationsNature methods. 2022;19(1):11-12
Pushing the frontiers of density functionals by solving the fractional electron problem.34882476 · Kirkpatrick, James, McMorrow, Brendan, Turban, David H P et al.2021 · 376 citationsScience (New York, N.Y.). 2021;374(6573):1385-1389
Scaling Language Models: Methods, Analysis & Insights from Training Gopher2112.11446v2 · Jack W. Rae, Sebastian Borgeaud, Trevor Cai et al.2021 · 234 citationsarXiv
Applying and improving AlphaFold at CASP14.34599769 · Jumper, John, Evans, Richard, Pritzel, Alexander et al.2022 · 397 citationsProteins. 2021;89(12):1711-1721
Advancing mathematics by guiding human intuition with AI.34853458 · Davies, Alex, Veličković, Petar, Buesing, Lars et al.2022 · 452 citationsNature. 2021;600(7887):70-74
Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons.34753913 · Higgins, Irina, Chang, Le, Langston, Victoria et al.2021 · 161 citationsNature communications. 2021;12(1):6456
Protein complex prediction with AlphaFold-Multimer10.1101/2021.10.04.463034v2 · Evans, R., O'Neill, M., Pritzel, A. et al.2021 · 3,788 citationsbioRxiv
Highly accurate protein structure prediction for the human proteome.34293799 · Tunyasuvunakool, Kathryn, Adler, Jonas, Wu, Zachary et al.2022 · 3,013 citationsNature. 2021;596(7873):590-596
Highly accurate protein structure prediction with AlphaFold.34265844 · Jumper, John, Evans, Richard, Pritzel, Alexander et al.2022 · 43,443 citationsNature. 2021;596(7873):583-589
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.33953393 · Tomašev, Nenad, Harris, Natalie, Baur, Sebastien et al.2021 · 110 citationsNature protocols. 2021;16(6):2765-2787
Atomistic graph networks for experimental materials property prediction2103.13795v1 · Tian Xie, Victor Bapst, Alexander L. Gaunt et al.2021 · 5 citationsarXiv
Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents2102.02926v3 · Jane X. Wang, Michael King, Nicolas Porcel et al.2021 · 10 citationsarXiv
Career total: 174 works. 129 are in this corpus.Showing the 50 most recent.
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