Tianren Zhang

1. Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning
   2020/06/20 by Tianren Zhang, Zhang, Tianren, Shangqi Guo +7 · 3 citations
   Computer Science · #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
2. Adjacency constraint for efficient hierarchical reinforcement learning
   2021/10/30 by Tianren Zhang, Zhang, Tianren, Shangqi Guo +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. When Do Neural Networks Learn World Models?
   2025/02/13 by Tianren Zhang, Guanyu Chen, Zhang, Tianren +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications