Research Publications 229 publications Date 19 Feb 24 19 February 2024 Title Simulacra as Conscious Exotica Authors Murray Shanahan Venue arXiv Date 18 Feb 24 18 February 2024 Title Learning to Learn Faster from Human Feedback with Language Model Predictive Control Authors Ken Caluwaerts, Ben Jyenis, Jasmine Hsu, andyzeng , Wenhao Yu, Nik Stewart, Jacky Liang, Fei Xia, Peng Xu, Jie Tan, ichter , Erik Frey, Carolina Parada, Dorsa Sadigh, Tingnan Zhang, Ted Xiao, Zhuo Xu, Nikhil Joshi, Kuang-Huei Lee, Chase Kew, Ken Oslund, Sean Kirmani, Dushyant Rao, quanhovuong , Keerthana Gopalakrishnan, Marissa Giustina, Jonathan Tompson, Assaf Hurwitz Michaely, Baruch Tabanpour, Maria Bauza, Edward Lee, Maria Attarian, Leonard Hasenclever, Alex Bewley, Jan Humplik, Nimrod Gileadi, Joss Moore, Leila Takayama, allenren , Adil Dostmohamed, Chuyuan Kelly Fu, Ayzaan Wahid, Matt Bennice, Vincent Zhuang, Nicolas Heess, Izhak Shafran, Vincent Vanhoucke, Maja Mataric, Montse Gonzalez Arenas, Ying Xu, Kanishka Rao Venue arXiv Date 15 Feb 24 15 February 2024 Title Experts Don't Cheat: Learning What You Don't Know by Predicting Pairs Authors Daniel D. Johnson, Daniel Tarlow, David Duvenaud, Chris J. Maddison Venue arXiv Date 15 Feb 24 15 February 2024 Title A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts Authors Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta, John Canny, Ian Fischer Venue arXiv Date 14 Feb 24 14 February 2024 Title Premise Order Matters in Reasoning with Large Language Models Authors Xinyun Chen, Ryan A. Chi, Xuezhi Wang, Denny Zhou Venue arXiv Date 13 Feb 24 13 February 2024 Title A Distributional Analogue to the Successor Representation Authors Harley Wiltzer*, Jesse Farebrother, Arthur Gretton, Yunhao Tang, Andre Barreto, Will Dabney, Marc Bellemare*, Mark Rowland Venue arXiv Date 12 Feb 24 12 February 2024 Title Near-Minimax-Optimal Distributional RL with a Generative Model Authors Mark Rowland, Kevin Li, Remi Munos, Clare Lyle, Yunhao Tang, Will Dabney Venue arXiv Date 12 Feb 24 12 February 2024 Title PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs Authors Soroush Nasiriany*, Fei Xia*, Wenhao Yu, Ted Xiao*, Jacky Liang, Ishita Dasgupta, Annie Xie, Danny Driess , Ayzaan Wahid, Zhuo Xu, Quan Vuong, Tingnan Zhang, Tsang-Wei Edward Lee, Kuang-Huei Lee , Peng Xu, Sean Kirmani, Yuke Zhu, Andy Zeng, Karol Hausman, Nicolas Heess, Chelsea Finn, Sergey Levine, Brian Ichter* Venue arXiv Date 11 Feb 24 11 February 2024 Title Chain-of-Table: Evolves Tables in the LLM Reasoning Chain for Table Understanding Authors Zilong Wang*, Chen-Yu Lee, chunliang , Hao Zhang, Julian Eisenschlos, Lesly Miculicich, Tomas Pfister, Vincent Perot, Yasuhisa Fujii, Zifeng Wang, Jingbo Shang* Venue ICLR 2024 Date 8 Feb 24 8 February 2024 Title Memory Consolidation Enables Long-Context Video Understanding Authors Ivana Balazevic, Jimmy Shi, Nelly Papalampidi, Rahma Chaabouni, Skanda Koppula, Olivier Henaff Venue arXiv Date 8 Feb 24 8 February 2024 Title Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits Authors Nicolas Nguyen, Imad Aouali, András György, Claire Vernade Venue arXiv Date 6 Feb 24 6 February 2024 Title States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers Authors Ian Gemp, Yoram Bachrach, Marc Lanctot, Roma Patel, Vibhavari Dasagi, Luke Marris, Georgios Piliouras, Siqi Liu, Karl Tuyls Venue arXiv Date 6 Feb 24 6 February 2024 Title Large Language Models Self-Discover Reasoning Structures Authors Pei Zhou*, Jay Pujara*, Xiang Ren*, Swaroop Mishra, Steven Zheng, Denny Zhou, Heng-Tze Cheng, Quoc Le, Ed Chi, Xinyun Chen Venue arXiv Date 2 Feb 24 2 February 2024 Title Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces Authors Zhou Fan, Xinran Han, Zi Wang Venue Transactions on Machine Learning Research (TMLR) Date 2 Feb 24 2 February 2024 Title Fractal Patterns May Unravel the Intelligence in Next-Token Prediction Authors Ibrahim Alabdulmohsin, Vinh Q. Tran, Mostafa Dehghani Venue arXiv Date 1 Feb 24 1 February 2024 Title Exploration at Scale using Epistemic Neural Networks Authors Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy Venue arXiv Date 1 Feb 24 1 February 2024 Title Robust agents learn causal world models Authors Jonathan Richens, Tom Everitt Venue ICLR 2024 Date 26 Jan 24 26 January 2024 Title Learning Universal Predictors Authors Jordi Grau-Moya *, Tim Genewein *, Marcus Hutter *, Laurent Orseau *, Grégoire Déletang, Elliot Catt, Anian Ruoss, Li Kevin Wenliang, Christopher Mattern, Matthew Aitchison and Joel Veness Venue arXiv Date 20 Jan 24 20 January 2024 Title Neural Population Learning beyond Symmetric Zero-Sum Games Authors Siqi Liu, Luke Marris, Marc Lanctot, Georgios Piliouras, Joel Leibo, Nicolas Heess Venue AAMAS 2024 Date 17 Jan 24 17 January 2024 Title E3x: E(3)-Equivariant Deep Learning Made Easy Authors Oliver Unke, Hartmut Maennel Venue arXiv Page 1 (first page) … Page 6 Page 7 Page 8 … Page 12 (last page)