APA (7th ed.) Citation

Zhen, S., Yu, Y., Guo, R., Cheng, N., & Deng, Y. (2026). Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents.

Chicago Style (17th ed.) Citation

Zhen, Shuai, Yanhua Yu, Ruopei Guo, Nan Cheng, and Yang Deng. Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents. 2026.

MLA (9th ed.) Citation

Zhen, Shuai, et al. Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents. 2026.