Control of a Cable-Driven Parallel Robot via Deep Reinforcement Learning. - Tianqi Ma; Hao Xiong 004; Lin Zhang; Xiumin Diao (ARSO, 2019)

ConvGRU in Fine-grained Pitching Action Recognition for Action Outcome Prediction. - Tianqi Ma; Lin Zhang; Xiumin Diao; Ou Ma (CoRR, 2020)

Comparison of end-to-end and hybrid deep reinforcement learning strategies for controlling cable-driven parallel robots. - Hao Xiong 004; Tianqi Ma; Lin Zhang; Xiumin Diao (Neurocomputing, 2020)

Recommendation Model Based on a Heterogeneous Personalized Spacey Embedding Method. - Qunsheng Ruan; Yiru Zhang; Yuhui Zheng; Yingdong Wang; Qingfeng Wu; Tianqi Ma; Xiling Liu (Symmetry, 2021)

On the dynamics and control of a squirrel locking its head/eyes toward a fixed spot for safe landing while its body is tumbling in air. - Tianqi Ma; Tao Zhang 006; Ou Ma (Frontiers Robotics AI, 2022)

Delving Deeper Into Pixel Prior for Box-Supervised Semantic Segmentation. - Tianqi Ma; Qilong Wang 001; Hongzhi Zhang; Wangmeng Zuo (IEEE Trans. Image Process., 2022)

Global Reorientation of a Free-Fall Robotic System using Reconstruction Loss-based Deep Learning Method-Theory and Comparison. - Tianqi Ma; Ou Ma; Tao Zhang 006 (J. Intell. Robotic Syst., 2025)