Dr. XU Meng (徐梦)
Research Output
- 2024
- Published
Progressive Hierarchical Deep Reinforcement Learning for defect wafer test
Xu, M., Chen, X., She, Y. & Wang, J., 8 Jul 2024, In: Knowledge-Based Systems. 295, 111832.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning
Xu, M., Chen, X. & Wang, J., 30 Apr 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Strengthening Cooperative Consensus in Multi-Robot Confrontation
XU, M., CHEN, X., SHE, Y., JIN, Y., ZHAO, G. & WANG, J., Apr 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 2, 27 p., 30.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning
Xu, M., Chen, X., She, Y., Jin, Y. & Wang, J., Apr 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 2, p. 1865-1881 17 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - 2023
- Published
Dynamic Weights and Prior Reward in Policy Fusion for Compound Agent Learning
XU, M., SHE, Y., JIN, Y. & WANG, J., Dec 2023, In: ACM Transactions on Intelligent Systems and Technology. 14, 6, 28 p., 107.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Deep Reinforcement Learning for Parameter Tuning of Robot Visual Servoing
XU, M. & WANG, J., Apr 2023, In: ACM Transactions on Intelligent Systems and Technology. 14, 2, 27 p., 33.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
A Coupling Approach to Demand Prediction and Repositioning in SAV Systems
Jin, Y., Jia, D., She, Y., Xu, M., Wang, S. & Wang, J., 2023, 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., 6 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Deep Reinforcement Learning for Image-Based Multi-Agent Coverage Path Planning
Xu, M., She, Y., Jin, Y. & Wang, J., 2023, 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., 7 p. (IEEE Vehicular Technology Conference).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
On-demand Edge Inference Scheduling with Accuracy and Deadline Guarantee
She, Y., Li, M., Jin, Y., Xu, M., Wang, J. & Liu, B., 2023, 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS). Institute of Electrical and Electronics Engineers, Inc., 10 p. (IEEE International Workshop on Quality of Service, IWQoS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 2022
- Published
Learning strategy for continuous robot visual control: A multi-objective perspective
Xu, M. & Wang, J., 27 Sept 2022, In: Knowledge-Based Systems. 252, 15 p., 109448.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - 2021
- Published
Discounted Sampling Policy Gradient for Robot Multi-objective Visual Control
Xu, M., Zhang, Q. & Wang, J., 28 Mar 2021, Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Cham: Springer, p. 441-452 12 p. (Lecture Notes in Computer Science; vol. 12654).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4
