Yongkai Tian

According to our database, Yongkai Tian authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Structural entropy guided hierarchical symmetric multi-agent reinforcement learning.

Yongkai Tian, Xin Yu, Yirong Qi, Li Wang, Pu Feng, Wenjun Wu, Rongye Shi, Jie Luo

Expert Syst. Appl., 2026

2025

Symmetry-Informed MARL: A Decentralized and Cooperative UAV Swarm Control Approach for Communication Coverage.

Rongye Shi, Xin Yu, Yandong Wang, Yongkai Tian, Zhenyu Liu, Wenjun Wu, Xiao-Ping Zhang, Manuela M. Veloso

IEEE Trans. Mob. Comput., September, 2025

Symmetry-Guided Multi-Agent Inverse Reinforcement Learning.

Yongkai Tian, Yirong Qi, Xin Yu, Wenjun Wu, Jie Luo

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

2024

AdaptAUG: Adaptive Data Augmentation Framework for Multi-Agent Reinforcement Learning.

Xin Yu, Yongkai Tian, Li Wang, Pu Feng, Wenjun Wu, Rongye Shi

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Exploiting Hierarchical Symmetry in Multi-Agent Reinforcement Learning.

Yongkai Tian, Xin Yu, Yirong Qi, Li Wang, Pu Feng, Wenjun Wu, Rongye Shi, Jie Luo

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning.

Xin Yu, Rongye Shi, Pu Feng, Yongkai Tian, Simin Li, Shuhao Liao, Wenjun Wu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

MACT: Multi-agent Collision Avoidance with Continuous Transition Reinforcement Learning via Mixup.

Pu Feng, Xin Yu, Junkang Liang, Wenjun Wu, Yongkai Tian

Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023

ESP: Exploiting Symmetry Prior for Multi-Agent Reinforcement Learning.

Xin Yu, Rongye Shi, Pu Feng, Yongkai Tian, Jie Luo, Wenjun Wu

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2021

Swarm Inverse Reinforcement Learning for Biological Systems.

Xin Yu, Wenjun Wu, Pu Feng, Yongkai Tian

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021