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2020 – today
- 2024
[c11]Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu:
Position: Towards Unified Alignment Between Agents, Humans, and Environment. ICML 2024- [c10]Yuwei Zhou, Zirui Pan, Xin Wang, Hong Chen, Haoyang Li, Yanwen Huang, Zhixiao Xiong, Fangzhou Xiong, Peiyang Xu, Shengnan Liu, Wenwu Zhu:
CurBench: Curriculum Learning Benchmark. ICML 2024 - [i1]Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu:
Towards Unified Alignment Between Agents, Humans, and Environment. CoRR abs/2402.07744 (2024) - 2022
- [c9]Liangdong Wu, Fangzhou Xiong, Zhiyong Liu:
Two-Policy Cooperative Transfer for Alleviation of Sim-to-Real Gap. ICAIIC 2022: 156-161 - [c8]Fangzhou Xiong, Dongchun Ren, Mingyu Fan
, Shuguang Ding, Zhiyong Liu:
Safety-based Reinforcement Learning Longitudinal Decision for Autonomous Driving in Crosswalk Scenarios. IJCNN 2022: 1-8 - 2021
- [j5]Fangzhou Xiong, Zhi-Yong Liu, Kaizhu Huang, Xu Yang, Hong Qiao:
State Primitive Learning to Overcome Catastrophic Forgetting in Robotics. Cogn. Comput. 13(2): 394-402 (2021) - [j4]Yiming Qian, Fangzhou Xiong, Zhi-Yong Liu:
Zero-shot policy generation in lifelong reinforcement learning. Neurocomputing 446: 65-73 (2021) - 2020
- [j3]Fangzhou Xiong, Zhiyong Liu, Kaizhu Huang, Xu Yang, Hong Qiao, Amir Hussain:
Encoding primitives generation policy learning for robotic arm to overcome catastrophic forgetting in sequential multi-tasks learning. Neural Networks 129: 163-173 (2020) - [j2]Fengyi Zhang, Zhiyong Liu, Fangzhou Xiong, Jianhua Su, Hong Qiao:
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning. Robotics Auton. Syst. 130: 103555 (2020) - [c7]Yiming Qian, Fangzhou Xiong, Zhiyong Liu:
Intra-domain Knowledge Generalization in Cross-Domain Lifelong Reinforcement Learning. ICONIP (5) 2020: 386-394 - [c6]Xing Lan, Qinghao Hu, Fangzhou Xiong, Cong Leng, Jian Cheng:
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets. ACM Multimedia 2020: 2140-2148
2010 – 2019
- 2019
- [j1]Fangzhou Xiong, Biao Sun, Xu Yang, Hong Qiao, Kaizhu Huang, Amir Hussain, Zhi-Yong Liu:
Guided Policy Search for Sequential Multitask Learning. IEEE Trans. Syst. Man Cybern. Syst. 49(1): 216-226 (2019) - [c5]Fangzhou Xiong, Zhiyong Liu, Kaizhu Huang, Xu Yang, Amir Hussain:
Primitives Generation Policy Learning without Catastrophic Forgetting for Robotic Manipulation. ICDM Workshops 2019: 890-897 - [c4]Fengyi Zhang, Fangzhou Xiong, Xu Yang, Zhiyong Liu:
Learning Transferable Policies with Improved Graph Neural Networks on Serial Robotic Structure. ICONIP (3) 2019: 115-126 - 2018
- [c3]Fangzhou Xiong, Zhiyong Liu, Xu Yang:
Overcoming Catastrophic Forgetting with Self-adaptive Identifiers. ICONIP (3) 2018: 497-505 - 2017
- [c2]Fangzhou Xiong, Zhiyong Liu, Xu Yang, Biao Sun, Charles Chiu, Hong Qiao:
A Bayesian Posterior Updating Algorithm in Reinforcement Learning. ICONIP (5) 2017: 418-426 - [c1]Biao Sun, Fangzhou Xiong, Zhiyong Liu, Xu Yang, Hong Qiao:
A Linear Online Guided Policy Search Algorithm. ICONIP (5) 2017: 434-441
Coauthor Index
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