2025
Mean-Field Multiagent Reinforcement Learning: A Decentralized Network Approach.
Math. Oper. Res., 2025
2024
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8.
J. Real Time Image Process., April, 2024
Unified continuous-time q-learning for mean-field game and mean-field control problems.
CoRR, 2024
Training-Free Robust Interactive Video Object Segmentation.
CoRR, 2024
Seismic First Break Picking in a Higher Dimension Using Deep Graph Learning.
CoRR, 2024
2023
Graphon mean-field control for cooperative multi-agent reinforcement learning.
J. Frankl. Inst., December, 2023
Dynamic Programming Principles for Mean-Field Controls with Learning.
Oper. Res., July, 2023
Mean-Field-Aided Multiagent Reinforcement Learning for Resource Allocation in Vehicular Networks.
IEEE Internet Things J., February, 2023
From Bandits Model to Deep Deterministic Policy Gradient, Reinforcement Learning with Contextual Information.
CoRR, 2023
Continuous-Time q-learning for McKean-Vlasov Control Problems.
CoRR, 2023
Leveraging Uncertainty Quantification for Picking Robust First Break Times.
CoRR, 2023
Thompson Sampling on Asymmetric a-stable Bandits.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023
2022
High Spatiotemporal Resolution PM2.5 Concentration Estimation with Machine Learning Algorithm: A Case Study for Wildfire in California.
Remote. Sens., 2022
MSSPN: Automatic First Arrival Picking using Multi-Stage Segmentation Picking Network.
CoRR, 2022
Thompson Sampling on Asymmetric α-Stable Bandits.
CoRR, 2022
Heterogeneous Mean-Field Multi-Agent Reinforcement Learning for Communication Routing Selection in SAGI-Net.
Proceedings of the 96th Vehicular Technology Conference, 2022
2021
Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis.
SIAM J. Math. Data Sci., 2021
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach.
CoRR, 2021
Multi-source hierarchical data fusion for high-resolution AOD mapping in a forest fire event.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Empirical Evaluation on Utilizing CNN-features for Seismic Patch Classification.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
2020
A Comparative Assessment of Multisensor Data Merging and Fusion Algorithms for High-Resolution Surface Reflectance Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Individual identification of dairy cows based on convolutional neural networks.
Multim. Tools Appl., 2020
MFFW: A new dataset for multi-focus image fusion.
CoRR, 2020
Q-Learning for Mean-Field Controls.
CoRR, 2020
Prediction of the diet energy digestion using kernel extreme learning machine: A case study with Holstein dry cows.
Comput. Electron. Agric., 2020
Retrodirective Antenna for Inter-Satellite Data Transmission.
IEEE Access, 2020
2019
Reconstruction of sea-land interactions between terrestrial vegetation cover and water quality constituents in the Mattapoisett Harbor area during the 1991 Hurricane Bob event.
Int. J. Appl. Earth Obs. Geoinformation, 2019
Molecule specific normalization for protein and metabolite biomarker discovery.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
2017
Dynamic Programming for Optimal Control of Stochastic McKean-Vlasov Dynamics.
SIAM J. Control. Optim., 2017
An ensemble feature selection method for biomarker discovery.
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017
2013
MetPP: a computational platform for comprehensive two-dimensional gas chromatography time-of-flight mass spectrometry-based metabolomics.
Bioinform., 2013
2012
A method of finding optimal weight factors for compound identification in gas chromatography-mass spectrometry.
Bioinform., 2012
A Novel Two-Stage Alignment Method for Liquid Chromatography Mass Spectrometry-Based Metabolomics.
Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012
2010
Symbolic computation of exact solutions for the compound KdV-Sawada-Kotera equation.
Int. J. Comput. Math., 2010
Fuzzy Finite Element Analysis for Joints of CFST Beam-Column.
Proceedings of the Fuzzy Information and Engineering 2010, 2010
2009
Using L-M BP Algorithm Forecase the 305 Days Production of First-Breed Dairy.
Proceedings of the Computer and Computing Technologies in Agriculture III, 2009