Now I study at the School of Data Science, Chinese University of Hong Kong, Shenzhen (CUHK-SZ), as a Ph.D. student under the supervision of Prof Guiliang Liu.

Working Experience and Education: I received my Bachelor’s degree at the School of Computer Science and Technology, Beijing University of Posts and Telecommunications (BUPT). I also finished a research internship at Wangxuan Institute of Computer Technology, Peking University (PKU), advised by Prof Xiaoqing Lyu (2022).

Research Interests: Reinforcement Learning and the related topics, including:
● Safe Reinforcement Learning
● Embodied AI (humanoid sim2real)
● Multi-agent decision on Autonomous Driving

Welcome to communicate and cite!

🔥 News

● 2024.10: One of my works’ posters (TrafficGamer, Under Review) has been accepted by the RLChina Conference 2024.
● 2024.07: one paper accepted by ECCV 2024.

📝 Publication

2024

Preprint

• Guanren Qiao, Guorui Quan, Jiawei Yu, Shujun Jia, Guiliang Liu
• TrafficGamer: Reliable and Flexible Traffic Simulation for Safety-Critical Scenarios with Game-Theoretic Oracles (Preprint)
• [paper] [code] [demo]

Preprint

• Xingrui Gu, Guanren Qiao, Chuyi Jiang, Tianqing Xia, Hangyu Mao
• Mimicking Human Intuition: Cognitive Belief-Driven Q-Learning (Preprint)
• [paper] [code (coming soon)]

ECCV 2024

• Guanren Qiao, Guorui Quan, Rongxiao Qu, Guiliang Liu
• Modelling Competitive Behaviors in Autonomous Driving Under Generative World Model (ECCV 2024)
• [paper] [code]

2023

NeurIPS 2023

• Guanren Qiao, Guiliang Liu, Pascal Poupart, Zhiqiang Xu
• Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations (NeurIPS 2023)
• [paper] [code]

2022

BIBM 2022

• Ruiqi Jia, Wentao Xie, Baole Wei, Guanren Qiao, Zonglin Yang, Xiaoqing Lyu, Zhi Tang
• Molecular Formula Image Segmentation with Shape Constraint Loss and Data Augmentation (BIBM 2022)
• [paper]

🏅 Honor

• 2024.11 Duan Yong Ping Meritorious Research Award
• 2022.12 Graduate Entrance Scholarship
• 2022.10 Gold Prize, China Internet Plus Innovation and Entrepreneurship National Competition
• 2020-2022 Beijing University of Posts and Telecommunications Merit Student
• 2020-2022 Beijing University of Posts and Telecommunications Scholarship

📖 Teaching

• 2024.09-2024.12, CSC6129 Reinforcement Learning
• 2024.02-2024.05, CSC1004 Java Program Project
• 2023.09-2023.12, DDA4210 Advanced machine learning

💻 Intern

• 2023.02 - 2023.05, The Chinese University of Hong Kong, Shenzhen (Research Assistant)
• 2022.11 - 2023.02, Heisenzhidong, Beijing (Algorithm Intern)
• 2022.03 - 2022.11, Wangxuan Institute of Computer Technology, Peking University, Beijing (Research Assistant)

🖋️ Service

• Conference Reviewer:
  • AAAI
  • ICLR
• Journal Reviewer:
  • IEEE Transaction on Artificial Intelligence