Coding agents working in shared repositories may receive separate, independently-motivated requests from human developers, creating a setting that is multi-agent by necessity. When this scenario happens, their individual implementations may work separately but conflict when combined. To study this setting, we introduce...
Rishabh Mediratta, Ling-Yun Xiao, Peter Stone et al.· 0 citations
JaxAHT is introduced, the first open-source, JAX-based library designed to accelerate and standardize the AHT research lifecycle and provides a unified framework for teammate generation, ego agent training, and evaluation against unseen teammates, achieving approximately 95x wall-clock speedup over PyTorch counterparts...
Caroline Wang, Rolando Fernandez, Z. Mustafaoglu et al.· 2 citations
ROTATE is introduced, a regret-driven, open-ended training algorithm that alternates between improving the AHT agent and generating teammates that probe its collaboration deficiencies, establishing a new standard for robust, generalizable teamwork.
Caroline Wang, Arrasy Rahman, Jia-Xun Cui et al.· arXiv.org· 8 citations· ⚡1
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
