Update training dataset name and paper citation

README.md

@@ -1,5 +1,5 @@
 ---
-pretty_name: RobotAgentBench
+pretty_name: RobotAgentBench Training Data
 language:
 - en
 task_categories:
@@ -75,7 +75,7 @@ Episode provenance and original diagnostic labels are retained in [meta/episode_
 ## Download
 
 ```bash
-hf download AetherLabs-AI/RobotAgentBench --repo-type dataset --local-dir RobotAgentBench
+hf download AetherLabs-AI/RobotAgentBench-TrainingData --repo-type dataset --local-dir RobotAgentBench
 ```
 
 ## Load
@@ -89,16 +89,13 @@ python portable_loader.py --root . --episode 0 --frame 0 --cache-dir ../rab-cach
 ## Citation
 
 ```bibtex
-@article{mao2026robotagentbench,
-  title   = {RobotAgentBench: Towards Open-world Robot Autonomy},
-  author  = {Mao, Lingjun and Cao, Jinglin and He, Lukun and Xu, Wenpeng and
-             Yan, Yuchen and Jin, Hengyu and Zhang, Zijun and Tang, Jinzhou and
-             Jin, Songyao and Liu, Ziche and Shao, Yifei and Huang, Junbo and
-             Nan, Fang and Han, Ruobing and Xi, Ziqiao and Xu, Ziming and
-             Liang, Shuang and Zhu, Sibo and Wu, Wenyi and Wang, Xinyue and
-             Huang, Yiming and Zou, Xinkai and Zhu, Gao and Zhou, Kun and
-             Huang, Biwei},
-  journal = {arXiv preprint arXiv:2610.34649},
-  year    = {2026}
+@misc{mao2026robotagentbenchopenworldrobotautonomy,
+      title={RobotAgentBench: Towards Open-world Robot Autonomy}, 
+      author={Lingjun Mao and Jinglin Cao and Lukun He and Wenpeng Xu and Yuchen Yan and Hengyu Jin and Zijun Zhang and Jinzhou Tang and Songyao Jin and Ziche Liu and Yifei Shao and Junbo Huang and Fang Nan and Ruobing Han and Ziqiao Xi and Ziming Xu and Shuang Liang and Sibo Zhu and Wenyi Wu and Xinyue Wang and Yiming Huang and Xinkai Zou and Gao Zhu and Kun Zhou and Biwei Huang},
+      year={2026},
+      eprint={2610.34649},
+      archivePrefix={arXiv},
+      primaryClass={cs.RO},
+      url={https://arxiv.org/abs/2610.34649}, 
 }
 ```