Publication Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daumé III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang ICML 2024 | February 2024
Publication Toward Human-AI Alignment in Large-Scale Multi-Player Games Sugandha Sharma, Guy Davidson, Khimya Khetarpal, Anssi Kanervisto, Udit Arora, Katja Hofmann, Ida Momennejad arXiv:2402.03575 | February 2024 Published by Microsoft Project
Publication LLF-Bench: Benchmark for Interactive Learning from Language Feedback Ching-An Cheng, Andrey Kolobov, Dipendra Misra, Allen Nie, Adith Swaminathan December 2023 December 2023 Github Project Project
Publication A Sports Analogy for Understanding Different Ways to Use AI Jake Hofman, Daniel G. Goldstein, David Rothschild Harvard Business Review | December 2023 Video
Publication Math Education with Large Language Models: Peril or Promise? Harsh Kumar, David Rothschild, Daniel G. Goldstein, Jake Hofman SSRN Electronic Journal | December 2023 Video Project
Publication Splice: Efficiently Removing a User’s Data from In-memory Application State Xueyuan Han, James Mickens, Siddhartha Sen 2023 Computer and Communications Security | November 2023
Publication PcLast: Discovering Plannable Continuous Latent States Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan Molu, Miro Dudík, John Langford, Alex Lamb ICML 2024 | November 2023
Publication A Framework for Automated Measurement of Responsible AI Harms in Generative AI Applications Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen ArXiv | October 2023, Vol abs/2310.17750
Publication Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression Adam Block, Dylan Foster, Akshay Krishnamurthy, Max Simchowitz, Cyril Zhang ICLR 2024 | October 2023
Publication Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan, Gagan Bansal Proc. ACM Hum.-Comput. Interact. | October 2023, Vol 7 Article 370 Project
