dataset construction 1dialogue systems 1multi-turn interaction 1operating system automation 1tool-use agents 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories
Siyuan Luo, Nairong Zheng, Lin Zhou +6
The paper introduces ISE, a three-stage pipeline for creating a large dataset of multi‑turn OS‑agent interactions that include structured intents, simulated dialogues, and real too…
cs.LG2026
ICA: Information-Aware Credit Assignment for Visually Grounded Long-Horizon Information-Seeking Agents
Cong Pang, Xuyu Feng, Yujie Yi +7
Despite the strong performance achieved by reinforcement learning-trained information-seeking agents, learning in open-ended web environments remains severely constrained by low si…