Tianren Zhang

Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

Bo Gu, Tianren Zhang, Hang Meng et al. · Renewable Energy · 2020 · 146 citations

Engineering, Wind Power Generation, Smart Grid +10

A hybrid electric vehicle load classification and forecasting approach based on GBDT algorithm and temporal convolutional network

Tianren Zhang, Yuping Huang, Hui Liao et al. · Applied Energy · 2023 · 95 citations

Gbdt Algorithm, Engineering, Data Science +10

Deep Meta Metric Learning

Guangyi Chen, Tianren Zhang, Jiwen Lu et al. · 2019 · 70 citations

Artificial Intelligence, Few-shot Learning, Geometric Learning +17

Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning

Tianren Zhang, Shangqi Guo, Tian Tan et al. · arXiv (Cornell University) · 2020 · 29 citations · Full text

Artificial Intelligence, Engineering, Graph Theory +14

Adjacency Constraint for Efficient Hierarchical Reinforcement Learning

Tianren Zhang, Shangqi Guo, Tian Tan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 29 citations

Artificial Intelligence, Engineering, Machine Learning +16