Disagree to Explore, Agree to Commit: Routing-Guided Test-Time Scaling for Software Agents
This work introduces Risa (Routing-Informed Steering and Arbitration): within trajectories, routing encourages diverse exploration and controlled convergence during patch commitment; across separately sampled trajectories, agreement at informative patch positions selects a final candidate.
Kang Chen, Junjie Nian, Yixin Cao et al.
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