Research Publications 225 publications Date 29 Nov 23 29 November 2023 Title Universal Self-Consistency with Large Language Models Authors Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou Venue arXiv Date 27 Nov 23 27 November 2023 Title Replay Across Experiments Authors Dhruva Tirumala, Thomas Lampe, Jose Enrique Chen, Tuomas Haarnoja, Sandy Huang, Guy Lever, Ben Moran, Tim Hertweck, Leonard Hasenclever, Martin Riedmiller, Nicolas Heess, Markus Wulfmeier Venue arXiv Date 23 Nov 23 23 November 2023 Title Scalable AI Safety via Doubly-Efficient Debate Authors Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras Venue arXiv Date 17 Nov 23 17 November 2023 Title No agent is an island: A social path to human-like artificial intelligence Authors Edgar A. Duéñez-Guzmán, Suzanne Sadedin, Jane X. Wang, Kevin R. McKee, Joel Z. Leibo Venue Nature Machine Intelligence Date 14 Nov 23 14 November 2023 Title DiLoCo: Distributed Low-Communication Training of Language Models Authors Arthur Douillard, Qixuan Feng, Andrei Rusu, Rachita Chhaparia, Yani Donchev, Adhi Kuncoro, Marc'aurelio Ranzato, Arthur Szlam, Jiajun Shen Venue arXiv Date 14 Nov 23 14 November 2023 Title Report of the 1st Workshop on Generative AI and Law Authors A. Feder Cooper, Katherine Lee, James Grimmelmann, Daphne Ippolito, Christopher Callison-Burch, Christopher A. Choquette-Choo, Niloofar Mireshghallah, Miles Brundage, David Mimno, Madiha Zahrah Choksi, Jack M. Balkin, Nicholas Carlini, Christopher De Sa, Jonathan Frankle, Deep Ganguli, Bryant Gipson, Andres Guadamuz, Swee Leng Harris, Abigail Z. Jacobs, Elizabeth Joh, Gautam Kamath, Mark Lemley, Cass Matthews, Christine McLeavey, Corynne McSherry, Milad Nasr, Paul Ohm, Adam Roberts, Tom Rubin, Pamela Samuelson, Ludwig Schubert, Kristen Vaccaro, Luis Villa, Felix Wu, Elana Zeide Venue arXiv Date 14 Nov 23 14 November 2023 Title GraphCast: Learned Global Weather Forecasting Authors Remi Lam, Alvaro Sanchez, Matthew Willson, Meire Fortunato, Peter Wirnsberger, Alexander Pritzel, Timo Ewalds, Zach Eaton-Rosen, Ferran Alet, Jacklynn Stott, Shakir Mohamed, ravuris , Oriol Vinyals, George Holland Venue Science Date 10 Nov 23 10 November 2023 Title Emotions and courtship help bonded pairs cooperate, but emotional agents are vulnerable to deceit Authors Suzanne Sadedin, Edgar A. Duéñez-Guzmán, Joel Z. Leibo Venue Proceedings of the National Academy of Sciences (PNAS) Date 8 Nov 23 8 November 2023 Title Role Play with Large Language Models Authors Murray Shanahan, Kyle McDonell*, Laria Reynolds* Venue Nature Date 6 Nov 23 6 November 2023 Title Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search Authors Ankit Anand, Matej Balog, Anna Bulanova, Gheorghe Comanici, Hyunjik Kim, Andrew Lee, Tudor Berariu*, Abbas Mehrabian, Laurent Orseau, Doina Precup, Anian Ruoss, Nicolas Sonnerat, Daniel Toyama, Petar Veličković, Sam Blackwell, Joonkyung Lee*, Anurag Murty Naredla*, Bernardino Romera Paredes, Adam Zsolt Wagner* Venue arXiv Date 3 Nov 23 3 November 2023 Title Grammar Prompting for Domain-Specific Language Generation with Large Language Models Authors Bailin Wang, Zi Wang, Xuezhi Wang, Yuan Cao, Rif A. Saurous, Yoon Kim Venue NeurIPS 2023 Date 3 Nov 23 3 November 2023 Title RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches Authors Jiayuan Gu, Sean Kirmani, Paul Wohlhart, Yao Lu, Montserrat Gonzalez Arenas, Kanishka Rao, Wenhao Yu, Chuyuan Fu, Keerthana Gopalakrishnan, Zhuo Xu, Priya Sundaresan, Peng Xu, Hao Su, Karol Hausman, Chelsea Finn, Quan Vuong, Ted Xiao Venue ICLR 2024 Date 2 Nov 23 2 November 2023 Title Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL Authors Qinghua Liu, Gellért Weisz, András György, Chi Jin, Csaba Szepesvári Venue NeurIPS 2023 Date 2 Nov 23 2 November 2023 Title Optimistic Meta-Gradients Authors Sebastian Flennerhag, Tom Zahavy, Brendan O'Donoghue, Hado van Hasselt, András György, Satinder Singh Venue NeurIPS 2023 Date 1 Nov 23 1 November 2023 Title RoboVQA: Multimodal Long-Horizon Reasoning for Robotics Authors Pierre Sermanet, Tianli Ding, Jeffrey Zhao, Fei Xia, Debidatta Dwibedi, Keerthana Gopalakrishnan, Christine Chan, Gabriel Dulac-Arnold, Sharath Maddineni, Nikhil Joshi, Pete Florence, Wei Han, Robert Baruch, Peng Xu, Pannag Sanketi, Karol Hausman, Izhak Shafran, ichter , Yuan Cao Venue ICRA 2024 Date 30 Oct 23 30 October 2023 Title Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning Authors Marc Lanctot, John Schultz, Neil Burch, Max Olan Smith, Daniel Hennes, Thomas Anthony, Julien Perolat Venue Transactions on Machine Learning Research (TMLR) Date 26 Oct 23 26 October 2023 Title Generative replay for compositional visual understanding in the prefrontal-hippocampal circuit Authors Zeb Kurth-Nelson, Matt Botvinick, Tim Behrens*, Ray Dolan*, Philipp Schwartenbeck*, Yunzhe Liu*, Tim Muller*, Shirley Mark*, Alon Baram* Venue Cell Date 20 Oct 23 20 October 2023 Title Scalable Neural Network Kernels Authors Arijit Sehanobish, Krzysztof Choromanski, Yunfan Zhao, Avinava Dubey, Valerii Likhosherstov Venue ICLR 2024 Date 18 Oct 23 18 October 2023 Title Scalable Diffusion for Materials Generation Authors Sherry Yang, Amil Merchant, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk, Pieter Abbeel*, Ruben Cho* Venue ICLR 2024 Date 18 Oct 23 18 October 2023 Title Sociotechnical Safety Evaluation of generative AI systems Authors Laura Weidinger, Nahema Marchal, Maribeth Rauh, Arianna Manzini, Lisa Anne Hendricks, Juan Mateos-Garcia, Stevie Bergman, Conor Griffin, Ben Bariach, Iason Gabriel, Verena Rieser, William Isaac Venue arXiv Page 1 (first page) … Page 9 Page 10 Page 11 Page 12 (last page)