@article{tempr1aunifiedautonomousagentforcomplext, title = {Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning}, author = {Zhaoyan Gong and Zhiqiang Liu and Songze Li and Xiaoke Guo and Yuanxiang Liu and Xinle Deng and Zhizhen Liu and Lei Liang and Huajun Chen and Wen Zhang}, year = {2026}, eprint = {2601.18296}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.18296}, }