#interactive agents

try —

2 papers match

cs.MA2026

Living-Harness Is an Interactive-Agent Evolver

Yuetian Du, Yucheng Wang, He Xu +9

The paper introduces Living-Harness, a self‑evolving harness for large language model agents that updates procedural knowledge from episode feedback, enabling the agent to avoid re…

#large language models#interactive agents#procedural memory#feedback-driven adaptation

cs.AI2026

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

Mengqi Yuan, Zilong Zhou, Xinzhuang Xiong +33

The paper presents OSWorld 2.0, a benchmark consisting of 108 long‑horizon, real‑world computer‑use workflows designed to evaluate how well AI agents can handle complex, multi‑step…

#computer-use benchmarking#long-horizon tasks#interactive agents#tool-use evaluation