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Yixing Lan
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Journal Articles
- 2024
- [j7]Junkai Ren
, Yixing Lan
Deep reinforcement learning using least-squares truncated temporal-difference. CAAI Trans. Intell. Technol. 9(2): 425-439 (2024) - [j6]Hao Gao
GCEN: Multiagent Deep Reinforcement Learning With Grouped Cognitive Feature Representation. IEEE Trans. Cogn. Dev. Syst. 16(2): 458-473 (2024) - [j5]Hao Gao
AMARL: An Attention-Based Multiagent Reinforcement Learning Approach to the Min-Max Multiple Traveling Salesmen Problem. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9758-9772 (2024) - [j4]Yixing Lan
Sample Efficient Deep Reinforcement Learning With Online State Abstraction and Causal Transformer Model Prediction. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16574-16588 (2024) - 2023
- [j3]Yixing Lan
Efficient reinforcement learning with least-squares soft Bellman residual for robotic grasping. Robotics Auton. Syst. 164: 104385 (2023) - 2022
- [j2]Yixing Lan
Transfer reinforcement learning via meta-knowledge extraction using auto-pruned decision trees. Knowl. Based Syst. 242: 108221 (2022) - 2021
- [j1]Yichuan Zhang
Efficient Reinforcement Learning from Demonstration via Bayesian Network-Based Knowledge Extraction. Comput. Intell. Neurosci. 2021: 7588221:1-7588221:16 (2021)
Conference and Workshop Papers
- 2024
- [c2]Tenglong Liu, Yang Li, Yixing Lan, Hao Gao, Wei Pan, Xin Xu:
Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning. ICML 2024 - 2021
- [c1]Junkai Ren, Yichuan Zhang, Yujun Zeng, Yixing Lan:
Data-efficient Deep Reinforcement Learning Method Toward Scaling Continuous Robotic Task with Sparse Rewards. RCAR 2021: 1425-1431
Informal and Other Publications
- 2024
- [i1]Tenglong Liu, Yang Li, Yixing Lan
Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning. CoRR abs/2405.19909 (2024)
Coauthor Index
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