Efficient Agentic Reasoning Through Self-Regulated Simulative Planning. - Mingkai Deng; Jinyu Hou; Lara Sá Neves; Varad Pimpalkhute; Taylor W. Killian; Zhengzhong Liu 001; Eric P. Xing (CoRR, 2026)