2 papers
cs.AI2025
ColorGrid: A Multi-Agent Non-Stationary Environment for Goal Inference and Assistance
Andrey Risukhin, Kavel Rao, Ben Caffee +1
Autonomous agents' interactions with humans are increasingly focused on adapting to their changing preferences in order to improve assistance in real-world tasks. Effective agents…
cs.CL2024
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
Ethan Shen, Alan Fan, Sarah M. Pratt +7
Many applications today provide users with multiple auto-complete drafts as they type, including GitHub's code completion, Gmail's smart compose, and Apple's messaging auto-suggest…