Web Agent Agentic Reinforcement Learning Decision Model Under Multi-Cost and Failure Risk

Qianli Ma, Limengxi Yue, Shuyang Xu +2

Intelligent agent interactions in real-world web environments are commonly constrained by request budgets, time delays, anti-crawling restrictions, and operational failure risks. S…