EvoAgent: Agent Autonomous Evolution with Continual World Model for Long-Horizon Tasks. - Tongtong Feng; Xin Wang 019; Zekai Zhou; Ren Wang; Yuwei Zhan; Guangyao Li; Qing Li 046; Wenwu Zhu 001 (CoRR, 2025)