Junjie Zhang
Ph.D. student at Nanayang Technological University
I am a first-year Ph.D. student at Nanyang Technological University, advised by Prof. Dacheng Tao. I received my Master’s degree from Tsinghua University, advised by Prof. Xiu Li. Previously, I was fortunate to work closely with Dr. Chenjia Bai as an intern at Shanghai AI Lab.
My research interests lie in efficient decision-making systems with powerful generalization and self-evolution capabilities.
Research Interests
- Deep Reinforcement Learning
- Large Language Models
- Visual Language Models
- Embodied AI
- Real-world Applications
📝 Publications
Selected research papers in AI, Machine Learning, and Reinforcement Learning
Conference Papers
5Supervised Optimism Correction: Be Confident When LLMs Are Sure
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
Benchmarking Robustness and Generalization in Multi-Agent Systems: A Case Study on Neural MMO
Journal Papers
2📖 Education
Academic background and research training
The value of growth is to keep rewriting your own starting point, turning conclusions into deeper questions.
Bachelor
Aircraft Control and Information Engineering
Beihang University
📝 Blog
Ideas, notes, and progress updates
近期整理中
这里会分享学习笔记、项目复盘与职业成长的思考。
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