Zhang, Tianren

1. Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning
   2020/06/20 by Zhang, Tianren, Guo, Shangqi, Tan, Tian +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Adjacency constraint for efficient hierarchical reinforcement learning
   2021/10/30 by Zhang, Tianren, Guo, Shangqi, Tan, Tian +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Feature contamination: Neural networks learn uncorrelated features and fail to generalize
   2024/06/05 by Zhang, Tianren, Zhao, Chujie, Chen, Guanyu +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. When Do Neural Networks Learn World Models?
   2025/02/13 by Tianren Zhang, Zhang, Tianren, Guanyu Chen +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. Multimodal machine learning with large language embedding model for polymer property prediction
   2025/03/29 by Zhang, Tianren, Yang, Dai-Bei · 1 citation
   #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)