Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Abramson, Josh"'
Autor:
Zambaldi, Vinicius, La, David, Chu, Alexander E., Patani, Harshnira, Danson, Amy E., Kwan, Tristan O. C., Frerix, Thomas, Schneider, Rosalia G., Saxton, David, Thillaisundaram, Ashok, Wu, Zachary, Moraes, Isabel, Lange, Oskar, Papa, Eliseo, Stanton, Gabriella, Martin, Victor, Singh, Sukhdeep, Wong, Lai H., Bates, Russ, Kohl, Simon A., Abramson, Josh, Senior, Andrew W., Alguel, Yilmaz, Wu, Mary Y., Aspalter, Irene M., Bentley, Katie, Bauer, David L. V., Cherepanov, Peter, Hassabis, Demis, Kohli, Pushmeet, Fergus, Rob, Wang, Jue
Computational design of protein-binding proteins is a fundamental capability with broad utility in biomedical research and biotechnology. Recent methods have made strides against some target proteins, but on-demand creation of high-affinity binders w
Externí odkaz:
http://arxiv.org/abs/2409.08022
Autor:
Abramson, Josh, Ahuja, Arun, Carnevale, Federico, Georgiev, Petko, Goldin, Alex, Hung, Alden, Landon, Jessica, Lhotka, Jirka, Lillicrap, Timothy, Muldal, Alistair, Powell, George, Santoro, Adam, Scully, Guy, Srivastava, Sanjana, von Glehn, Tamara, Wayne, Greg, Wong, Nathaniel, Yan, Chen, Zhu, Rui
An important goal in artificial intelligence is to create agents that can both interact naturally with humans and learn from their feedback. Here we demonstrate how to use reinforcement learning from human feedback (RLHF) to improve upon simulated, e
Externí odkaz:
http://arxiv.org/abs/2211.11602
Autor:
Yan, Chen, Carnevale, Federico, Georgiev, Petko, Santoro, Adam, Guy, Aurelia, Muldal, Alistair, Hung, Chia-Chun, Abramson, Josh, Lillicrap, Timothy, Wayne, Gregory
Human language learners are exposed to a trickle of informative, context-sensitive language, but a flood of raw sensory data. Through both social language use and internal processes of rehearsal and practice, language learners are able to build high-
Externí odkaz:
http://arxiv.org/abs/2206.03139
Autor:
Abramson, Josh, Ahuja, Arun, Carnevale, Federico, Georgiev, Petko, Goldin, Alex, Hung, Alden, Landon, Jessica, Lillicrap, Timothy, Muldal, Alistair, Richards, Blake, Santoro, Adam, von Glehn, Tamara, Wayne, Greg, Wong, Nathaniel, Yan, Chen
Creating agents that can interact naturally with humans is a common goal in artificial intelligence (AI) research. However, evaluating these interactions is challenging: collecting online human-agent interactions is slow and expensive, yet faster pro
Externí odkaz:
http://arxiv.org/abs/2205.13274
Autor:
Humphreys, Peter C, Raposo, David, Pohlen, Toby, Thornton, Gregory, Chhaparia, Rachita, Muldal, Alistair, Abramson, Josh, Georgiev, Petko, Goldin, Alex, Santoro, Adam, Lillicrap, Timothy
Publikováno v:
Proceedings of the 39th International Conference on Machine Learning, Baltimore, Maryland, USA, PMLR 162, 2022
It would be useful for machines to use computers as humans do so that they can aid us in everyday tasks. This is a setting in which there is also the potential to leverage large-scale expert demonstrations and human judgements of interactive behaviou
Externí odkaz:
http://arxiv.org/abs/2202.08137
Autor:
DeepMind Interactive Agents Team, Abramson, Josh, Ahuja, Arun, Brussee, Arthur, Carnevale, Federico, Cassin, Mary, Fischer, Felix, Georgiev, Petko, Goldin, Alex, Gupta, Mansi, Harley, Tim, Hill, Felix, Humphreys, Peter C, Hung, Alden, Landon, Jessica, Lillicrap, Timothy, Merzic, Hamza, Muldal, Alistair, Santoro, Adam, Scully, Guy, von Glehn, Tamara, Wayne, Greg, Wong, Nathaniel, Yan, Chen, Zhu, Rui
A common vision from science fiction is that robots will one day inhabit our physical spaces, sense the world as we do, assist our physical labours, and communicate with us through natural language. Here we study how to design artificial agents that
Externí odkaz:
http://arxiv.org/abs/2112.03763
Autor:
Abramson, Josh, Ahuja, Arun, Barr, Iain, Brussee, Arthur, Carnevale, Federico, Cassin, Mary, Chhaparia, Rachita, Clark, Stephen, Damoc, Bogdan, Dudzik, Andrew, Georgiev, Petko, Guy, Aurelia, Harley, Tim, Hill, Felix, Hung, Alden, Kenton, Zachary, Landon, Jessica, Lillicrap, Timothy, Mathewson, Kory, Mokrá, Soňa, Muldal, Alistair, Santoro, Adam, Savinov, Nikolay, Varma, Vikrant, Wayne, Greg, Williams, Duncan, Wong, Nathaniel, Yan, Chen, Zhu, Rui
A common vision from science fiction is that robots will one day inhabit our physical spaces, sense the world as we do, assist our physical labours, and communicate with us through natural language. Here we study how to design artificial agents that
Externí odkaz:
http://arxiv.org/abs/2012.05672
Autor:
Das, Abhishek, Carnevale, Federico, Merzic, Hamza, Rimell, Laura, Schneider, Rosalia, Abramson, Josh, Hung, Alden, Ahuja, Arun, Clark, Stephen, Wayne, Gregory, Hill, Felix
Recent work has shown how predictive modeling can endow agents with rich knowledge of their surroundings, improving their ability to act in complex environments. We propose question-answering as a general paradigm to decode and understand the represe
Externí odkaz:
http://arxiv.org/abs/2006.01016
Autor:
Hung, Chia-Chun, Lillicrap, Timothy, Abramson, Josh, Wu, Yan, Mirza, Mehdi, Carnevale, Federico, Ahuja, Arun, Wayne, Greg
Humans spend a remarkable fraction of waking life engaged in acts of "mental time travel". We dwell on our actions in the past and experience satisfaction or regret. More than merely autobiographical storytelling, we use these event recollections to
Externí odkaz:
http://arxiv.org/abs/1810.06721
Autor:
Wayne, Greg, Hung, Chia-Chun, Amos, David, Mirza, Mehdi, Ahuja, Arun, Grabska-Barwinska, Agnieszka, Rae, Jack, Mirowski, Piotr, Leibo, Joel Z., Santoro, Adam, Gemici, Mevlana, Reynolds, Malcolm, Harley, Tim, Abramson, Josh, Mohamed, Shakir, Rezende, Danilo, Saxton, David, Cain, Adam, Hillier, Chloe, Silver, David, Kavukcuoglu, Koray, Botvinick, Matt, Hassabis, Demis, Lillicrap, Timothy
Animals execute goal-directed behaviours despite the limited range and scope of their sensors. To cope, they explore environments and store memories maintaining estimates of important information that is not presently available. Recently, progress ha
Externí odkaz:
http://arxiv.org/abs/1803.10760