Redundant or Necessary? A Benchmark for Detecting Redundant Steps in Agent Trajectories.

arXiv:2605.29893v2 Announce Type: replace Abstract: Computation cost is a critical challenge for LLM agent systems, as their long-horizon trajectories continuously accumulate computational overhead. While existing studies focus on improving the overall efficie