Can foundation models actively gather information in interactive environments to test hypotheses?

Autor: Ke, Nan Rosemary, Sawyer, Danny P., Soyer, Hubert, Engelcke, Martin, Reichert, David P, Hudson, Drew A., Reid, John, Lerchner, Alexander, Rezende, Danilo Jimenez, Lillicrap, Timothy P, Mozer, Michael, Wang, Jane X

While problem solving is a standard evaluation task for foundation models, a crucial component of problem solving -- actively and strategically gathering information to test hypotheses -- has not been closely investigated. To assess the information g

Externí odkaz: http://arxiv.org/abs/2412.06438

Amortized Planning with Large-Scale Transformers: A Case Study on Chess

Autor: Ruoss, Anian, Delétang, Grégoire, Medapati, Sourabh, Grau-Moya, Jordi, Wenliang, Li Kevin, Catt, Elliot, Reid, John, Lewis, Cannada A., Veness, Joel, Genewein, Tim

This paper uses chess, a landmark planning problem in AI, to assess transformers' performance on a planning task where memorization is futile $\unicode{x2013}$ even at a large scale. To this end, we release ChessBench, a large-scale benchmark dataset

Externí odkaz: http://arxiv.org/abs/2402.04494

A scalable index for quantifying circularity of bioeconomy systems

Autor: Zhang, Yuanhui, Summers, Sabrina, Jones, James W., Reid, John F.

Publikováno v: In Resources, Conservation & Recycling November 2024 210

Medical management and surgery versus medical management alone for symptomatic cerebral cavernous malformation (CARE): a feasibility study and randomised, open, pragmatic, pilot phase trial

Autor: Eriksson, Madeleine, Hayat, Raza, Kinsella, Elaine, Lewis, Katherine, White, David CS, Boyd, Julia, Bullen, Alastair, Maclean, Morag, Stoddart, Andrew, Phair, Sandra, Evans, Helen, Noakes, Jo, Alexander, Debra, Keerie, Catriona, Linsley, Christopher, Milne, Garry, Norrie, John, Farrar, Nicola, Realpe, Alba X, Donovan, Jenny L, Bunch, Janet, Douthwaite, Kathryn, Temple, Simon, Hogg, James, Scott, David, Spallone, Pat, Stuart, Ian, Wardlaw, Joanna M, Palmer, Jeb, Sakka, Eleni, Mukerji, Nitin, Cirstea, Emanuel, Davies, Susan, Giannakaki, Venetia, Kadhim, Ammar, Kennion, Oliver, Islam, Moidul, Ferguson, Lucie, Prasad, Manjunath, Bacon, Andrew, Richards, Emma, Howe, Jo, Kamara, Christine, Gardner, Jonathan, Roman, Madalina, Sikaonga, Mary, Cahill, Julian, Rossdeutsch, Alex, Cahill, Varduhi, Hamina, Imron, Chaudhari, Kishor, Danciut, Mihai, Clarkson, Emma, Bjornson, Anna, Bulters, Diederik, Digpal, Ronneil, Ruiz, Winnington, Taylor, Mirriam, Anyog, Divina, Tluchowska, Katarzyna, Nolasco, Jackson, Brooks, Daniel, Angelopoulou, Kleopatra, Welch, Bethany, Broomes, Nicole, Fouyas, Ioannis, MacRaild, Allan, Kaliaperumal, Chandru, Teasdale, Jessica, Coakley, Michelle, Brennan, Paul, Sokol, Drahoslav, Wiggins, Anthony, MacDonald, Mairi, Risbridger, Sarah, Bhatt, Pragnesh, Irvine, Janice, Majeed, Sohail, Williams, Sandra, Reid, John, Walch, Annika, Muir, Farah, van Beijnum, Janneke, Leach, Paul, Hughes, Tom, Makwana, Milan, Hamandi, Khalid, McAleer, Dympna, Gunning, Belinda, Walsh, Daniel, Wroe Wright, Oliver, Patel, Sabina, Gurusinghe, Nihal, Raza-Knight, Saba, Cromie, Terri-Louise, Brown, Allan, Raj, Sonia, Pennington, Ruth, Campbell, Charlene, Patel, Shakeelah, Colombo, Francesca, Teo, Mario, Wildman, Jack, Smith, Kerry, Goff, Elizabeth, Stephens, Deanna, Borislavova, Borislava, Worner, Ruth, Buddha, Sandeep, Clatworthy, Philip, Edwards, Richard, Clayton, Evangeline, Coy, Karen, Tucker, Lisa, Dymond, Sandra, Mallick, Andrew, Hodnett, Rebecca, Spickett-Jones, Francesca, Grover, Patrick, Banaras, Azra, Tshuma, Sifelani, Muirhead, William, Scott Hill, Ciaran, Shah, Rupal, Doke, Thomas, Hall, Rebecca, Coskuner, Sonny, Aslett, Laura, Vindlacheruvu, Raghu, Ghosh, Anthony, Fitzpatrick, Teresa, Harris, Lauren, Hayton, Tom, Whitehouse, Arlo, McDarby, Andrew, Hancox, Rebecca, Auyeung, Claudia Kate, Nair, Ramesh, Thomas, Rhys, McLachlan, Heather, Kountourgioti, Athanasia, Orjales, Guillelme, Kruczynski, Jan, Hunter, Sophie, Bohnacker, Niamh, Marimon, Rosette, Parker, Lydia, Raha, Oishik, Sharma, Puneet, Uff, Christopher, Boyapati, Geetha, Papadopoulos, Marios, Kearney, Siobhan, Visagan, Ravindran, Bosetta, Ellaine, Asif, Hasan, Helmy, Adel, Chapas, Liliana, Tarantino, Silvia, Caldwell, Karen, Guilfoyle, Mathew, Agarwal, Smriti, Brown, Daniel, Holland, Sarah, Tajsic, Tamara, Fletcher, Clare, Sebyatki, Aisha, Ushewokunze, Shungu, Ali, Sarah, Preston, John, Chambers, Carole, Patel, Mohammed, Holsgrove, Daniel, McLaughlan, Danielle, Marsden, Tracey, Cawley, Kathryn, Raffalli, Hellen, Lee, Stephanie, Israni, Anil, Dore, Rachael, Anderson, Taya, Hennigan, Dawn, Mayor, Shelley, Glover, Samantha, Chavredakis, Emmanuel, Brown, Debbie, Sokratous, Giannis, Williamson, John, Stoneley, Cathy, Brodbelt, Andrew, Farah, Jibril Osman, Illingworth, Sarah, Konteas, Anastasios Benjamin, Davies, Deborah, Owen, Carol, Kerr, Loretta, Hall, Peter, Al-Shahi Salman, Rustam ^*, Forsyth, Laura, Lewis, Steff C, Loan, James JM, Neilson, Aileen R, Stephen, Jacqueline, Kitchen, Neil, Harkness, Kirsty A, Hutchinson, Peter JA, Mallucci, Conor, Wade, Julia, White, Philip M

Publikováno v: In The Lancet Neurology June 2024 23(6):565-576

Abstract interfaces and procedure pointers

Autor: Metcalf, Michael, author, Reid, John, author, Cohen, Malcolm, author, Bader, Reinhold, author

Publikováno v: Modern Fortran Explained : Incorporating Fortran 2023, 2023, ill.

Externí odkaz: https://doi.org/10.1093/oso/9780198876571.003.0014