Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Coding agents improve their own search strategies by replaying past discovery history instead of running costly new trials. Authors: Tong Zheng, Xidong Wu, Zheng Zhang, Zhankui He, Chaoyi Zhang, Benjamin Coleman, Ruoqiao Wei, Di Bai, Haolin Liu, Rui Liu, Xue Wang, Yue Zhuan, Wang-Cheng Kang, Renkai Xiang, Heng Huang, Xinwu Cheng, Yunsong Guo Paper: https://arxiv.org/abs/2609.14858v1