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cs.LG2026
Do LLMs Act on What They Know? From Partner Representations to Cooperative Actions
Yuhwan Jeong, Jinnyeong Yang, Kuk-Jin Yoon
Cooperation with unfamiliar partners requires adapting to communication conventions that are not known in advance. We study this problem in a controlled Hanabi-derived environment…
cs.LG2024
Quantifying Task Priority for Multi-Task Optimization
Wooseong Jeong, Kuk-Jin Yoon
The goal of multi-task learning is to learn diverse tasks within a single unified network. As each task has its own unique objective function, conflicts emerge during training, res…