Open access
2026
Enhancing Web Search Agents With Self-Play Contrastive Fine-Tuning
This paper proposes TAPE (Trajectory Alignment and exPerience pool Evolution), a novel self-evolving fine-tuning framework designed to enhance the generalization and robustness of web search agents without requiring large-scale human annotation.
Minjae Rhee, Jitong Zou, Tianjun Mo et al.
· IEEE Access · 3 citations