University of Southern California（南加州大学）

Self-Correcting Large Language Models: Generation vs. Multiple Choice

Hossein A. Rahmani, Satyapriya Krishna, Xi Wang, Mohammadmehdi Naghiaei, Emine Yilmaz

机构 * University College London（伦敦大学学院） ； Amazon AGI（亚马逊人工智能实验室） ； University of Sheffield（谢菲尔德大学） ； University of Southern California（南加州大学） 纠错

Comments 20 pages

TIGER-MARL: Enhancing Multi-Agent Reinforcement Learning with Temporal Information through Graph-based Embeddings and Representations

Nikunj Gupta, Ludwika Twardecka, James Zachary Hare, Jesse Milzman, Rajgopal Kannan, Viktor Prasanna

机构 * University of Southern California（美国南加州大学） ； DEVCOM Army Research Office（国防部陆军研究办公室） 纠错

Mixture of Scope Experts at Test: Generalizing Deeper Graph Neural Networks with Shallow Variants

Gangda Deng, Hongkuan Zhou, Rajgopal Kannan, Viktor Prasanna

机构 * University of Southern California（南加州大学） ； DEVCOM ARL Army Research Office（DEVCOM ARL陆军研究办公室） 纠错

Comments NeurIPS 2025

DigiData: Training and Evaluating General-Purpose Mobile Control Agents

Yuxuan Sun, Manchen Wang, Shengyi Qian, William R. Wong, Eric Gan, Pierluca D'Oro, Alejandro Castillejo Munoz, Sneha Silwal, Pedro Matias, Nitin Kamra, Satwik Kottur, Nick Raines, Xuanyi Zhao, Joy Chen, Joseph Greer, Andrea Madotto, Allen Bolourchi, James Valori, Kevin Carlberg, Karl Ridgeway, Joseph Tighe

机构 * FAIR at Meta（Meta 的 FAIR 研究组） ； Meta Reality Labs（Meta 现实实验室） ； University of Southern California（南加州大学） 纠错

Comments Website: https://facebookresearch.github.io/DigiData