Yongxin Kang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Exploration Exploitation

Dirichlet Process

Eligibility Traces

Top Venues

IEEE Trans. Artif. Intell.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Yongxin Kang, Enmin Zhao, Yifan Zang, Lijuan Li, Kai Li, Pin Tao, Junliang Xing
Sample Efficient Reinforcement Learning Using Graph-Based Memory Reconstruction. IEEE Trans. Artif. Intell. 5 (2) (2024)
Enmin Zhao, Junliang Xing, Kai Li, Yongxin Kang, Pin Tao
Pseudo Value Network Distillation for High-Performance Exploration. IJCNN (2023)
Yongxin Kang, Enmin Zhao, Yifan Zang, Kai Li, Junliang Xing
Towards a Unified Benchmark for Reinforcement Learning in Sparse Reward Environments. ICONIP (4) (2022)
Yongxin Kang, Enmin Zhao, Kai Li, Junliang Xing
Exploration via State influence Modeling. AAAI (2021)
Enmin Zhao, Shihong Deng, Yifan Zang, Yongxin Kang, Kai Li, Junliang Xing
Potential Driven Reinforcement Learning for Hard Exploration Tasks. IJCAI (2020)
Weiming Hu, Guodong Tian, Yongxin Kang, Chunfeng Yuan, Stephen J. Maybank
Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions. IEEE Trans. Pattern Anal. Mach. Intell. 40 (10) (2018)