Content-Based Top-N Recommendation Using Heterogeneous Relations. - Yifan Chen 003; Xiang Zhao 002; Junjiao Gan; Junkai Ren; Yanli Hu (ADC, 2016)

Content-Based Top-N Recommendation using Heterogeneous Relations. - Yifan Chen 003; Xiang Zhao 002; Junjiao Gan; Junkai Ren; Yang Fang 001 (CoRR, 2016)

Evolutionary Hierarchical Sparse Extreme Learning Autoencoder Network for Object Recognition. - Yujun Zeng; Lilin Qian; Junkai Ren (Symmetry, 2018)

Deep reinforcement learning for pedestrian collision avoidance and human-machine cooperative driving. - Junxiang Li; Liang Yao; Xin Xu 001; Bang Cheng; Junkai Ren (Inf. Sci., 2020)

A Reinforcement Learning Approach to Autonomous Decision Making of Intelligent Vehicles on Highways. - Xin Xu 001; Lei Zuo 002; Xin Li; Lilin Qian; Junkai Ren; Zhenping Sun (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Deep Q-learning with Explainable and Transferable Domain Rules. - Yichuan Zhang; Junkai Ren; Junxiang Li; Qiang Fang; Xin Xu 001 (ICIC (2), 2021)

Data-efficient Deep Reinforcement Learning Method Toward Scaling Continuous Robotic Task with Sparse Rewards. - Junkai Ren; Yichuan Zhang; Yujun Zeng; Yixing Lan (RCAR, 2021)

Efficient Batch-Mode Reinforcement Learning Using Extreme Learning Machines. - Jiahang Liu; Lei Zuo 002; Xin Xu 001; Xinglong Zhang; Junkai Ren; Qiang Fang; Xinwang Liu 002 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Deep Reinforcement Learning for Flipper Control of Tracked Robots. - Hainan Pan; Bailiang Chen; Kaihong Huang; Junkai Ren; Xieyuanli Chen; Huimin Lu 002 (CoRR, 2023)

Efficient reinforcement learning with least-squares soft Bellman residual for robotic grasping. - Yixing Lan; Junkai Ren; Tao Tang; Xin Xu 001; Yifei Shi; Zixin Tang (Robotics Auton. Syst., 2023)

Deep Reinforcement Learning for Flipper Control of Tracked Robots in Urban Rescuing Environments. - Hainan Pan; Xieyuanli Chen; Junkai Ren; Bailiang Chen; Kaihong Huang; Hui Zhang 053; Huimin Lu 002 (Remote. Sens., 2023)

Deep reinforcement learning using least-squares truncated temporal-difference. - Junkai Ren; Yixing Lan; Xin Xu 001; Yichuan Zhang; Qiang Fang; Yujun Zeng (CAAI Trans. Intell. Technol., 2024)