Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization - Liu, Zeyuan; Kim, Jeonghye; Luo, Xufang; Li, Dongsheng; Yang, Yuqing (International Conference on Learning Representations, 2026)