Research Publications 217 publications 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 Meta-Gradients Authors Sebastian Flennerhag, Tom Zahavy, Brendan O'Donoghue, Hado van Hasselt, András György, Satinder Singh Venue NeurIPS 2023 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 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 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 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 9 Oct 23 9 October 2023 Title Learning Interactive Real-World Simulator Authors Sherry Yang, Kamyar Ghasemipour, Jonathan Tompson, Dale Schuurmans, Pieter Abbeel*, Yilun Du* Venue ICLR 2024 Date 9 Oct 23 9 October 2023 Title Step-Back Prompting Enables Reasoning via Abstraction in Large Language Models Authors Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed Chi, Quoc Le, Denny Zhou Venue arXiv Date 9 Oct 23 9 October 2023 Title DyST: Towards Dynamic Neural Scene Representations on Real-World Videos Authors Max Seitzer*, Sjoerd van Steenkiste, Thomas Kipf, Klaus Greff, Mehdi S. M. Sajjadi Venue ICLR 2024 Date 7 Oct 23 7 October 2023 Title Universal Graph Random Features Authors Isaac Reid, Krzysztof Choromanski, Eli Berger, Adrian Weller Venue ICLR 2024 Date 7 Oct 23 7 October 2023 Title Repelling Random Walks Authors Isaac Reid, Eli Berger, Krzysztof Choromanski, Adrian Weller Venue ICLR 2024 Date 5 Oct 23 5 October 2023 Title An Impossibility Theorem in Game Dynamics Authors Jason Milionis, Christos Papadimitriou, Georgios Piliouras, Kelly Spendlove Venue Proceedings of the National Academy of Sciences (PNAS) Date 5 Oct 23 5 October 2023 Title Assessing LLMs on Climate Information Authors Jannis Bulian, Mike Schäfer*, afraamini , Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels Mede*, Markus Leippold, Nadine Strauss* Venue arXiv Date 3 Oct 23 3 October 2023 Title Large Language Models as Analogical Reasoners Authors Michihiro Yasunaga*, Xinyun Chen, Yujia Li, Ice Pasupat, Jure Leskovec*, Percy Liang*, Ed Chi, Denny Zhou Venue arXiv Page 1 (first page) … Page 9 Page 10 Page 11 (last page)