Yitao Liu

I am a junior at the University of Hong Kong, currently working as a research assistant in HKU NLP group guided by Dr. Tao Yu. My main research interest is in Natural Language Processing and Reinforcement Learning. I am now working on code generation, large language model and their applications. The goal of my research is to build applicable and efficient conversational human assistants and general artificial intelligence based on large language models.

latest posts

Jun 21, 2023	Language to Rewards for Robotic Skill Synthesis (2023.6.14 Google DeepMind)
Apr 17, 2023	Deep Reinforcement Learning from Human Preferences (2017 NeurIPS)
Apr 17, 2023	The webpage is born!

selected publications

Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning

Tianbao Xie, Siheng Zhao, Chen Henry Wu, Yitao Liu, and 4 more authors

In submission, 2023

arXiv Bib PDF Website

@article{xie2023text2reward,
  title = {Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning},
  author = {Xie, Tianbao and Zhao, Siheng and Wu, Chen Henry and Liu, Yitao and Luo, Qian and Zhong, Victor and Yang, Yanchao and Yu, Tao},
  year = {2023},
  eprint = {2309.11489},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  journal = {In submission},
}

paper reading

My paper reading Notion

friends

Yaowen Ye (🍃 god)

Tianbao Xie (Buddy Bao)