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Chunlin Chen
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Publications
- 2023
- [j57]Hailan Ma, Chang-Jiang Huang, Chunlin Chen, Daoyi Dong, Yuanlong Wang, Rebing Wu, Guo-Yong Xiang:
On compression rate of quantum autoencoders: Control design, numerical and experimental realization. Autom. 147: 110659 (2023) - [j52]Shouliang Hu, Hailan Ma, Daoyi Dong, Chunlin Chen:
Two-step robust control design of quantum gates via differential evolution. J. Frankl. Inst. 360(17): 13972-13993 (2023) - [j48]Zhi Wang, Chunlin Chen, Daoyi Dong:
A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning. IEEE Trans. Cybern. 53(12): 7509-7520 (2023) - [j42]Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen:
Curriculum-Based Deep Reinforcement Learning for Quantum Control. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8852-8865 (2023) - [j41]Zhi Wang, Chunlin Chen, Daoyi Dong:
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9742-9756 (2023) - [i31]Hailan Ma, Zhenhong Sun, Daoyi Dong, Chunlin Chen, Herschel Rabitz:
Attention-Based Transformer Networks for Quantum State Tomography. CoRR abs/2305.05433 (2023) - 2022
- [j35]Qing Wei, Hailan Ma, Chunlin Chen, Daoyi Dong:
Deep Reinforcement Learning With Quantum-Inspired Experience Replay. IEEE Trans. Cybern. 52(9): 9326-9338 (2022) - [j33]Zhi Wang, Chunlin Chen, Daoyi Dong:
Lifelong Incremental Reinforcement Learning With Online Bayesian Inference. IEEE Trans. Neural Networks Learn. Syst. 33(8): 4003-4016 (2022) - [c52]Shouliang Hu, Chunlin Chen, Daoyi Dong:
Deep Reinforcement Learning for Control Design of Quantum Gates. ASCC 2022: 2367-2372 - [i25]Donghan Xie, Zhi Wang, Chunlin Chen, Daoyi Dong:
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation. CoRR abs/2203.02896 (2022) - [i24]Jinmei Liu, Zhi Wang, Chunlin Chen, Daoyi Dong:
Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning. CoRR abs/2204.07729 (2022) - [i23]Zhi Wang, Chunlin Chen, Daoyi Dong:
A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning. CoRR abs/2205.10787 (2022) - 2021
- [i19]Qing Wei, Hailan Ma, Chunlin Chen, Daoyi Dong:
Deep Reinforcement Learning with Quantum-inspired Experience Replay. CoRR abs/2101.02034 (2021) - [i15]Yuanyang Zhu, Zhi Wang, Chunlin Chen, Daoyi Dong:
Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction. CoRR abs/2104.07282 (2021) - 2020
- [j26]Daoyi Dong, Xi Xing, Hailan Ma, Chunlin Chen, Zhixin Liu, Herschel Rabitz:
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments. IEEE Trans. Cybern. 50(8): 3581-3593 (2020) - [c33]Donghan Xie, Zhi Wang, Chunlin Chen, Daoyi Dong:
IEDQN: Information Exchange DQN with a Centralized Coordinator for Traffic Signal Control. IJCNN 2020: 1-8 - [i12]Hailan Ma, Chang-Jiang Huang, Chunlin Chen, Daoyi Dong, Yuanlong Wang, Rebing Wu, Guo-Yong Xiang:
On compression rate of quantum autoencoders: Control design, numerical and experimental realization. CoRR abs/2005.11149 (2020) - [i11]Zhi Wang, Chunlin Chen, Daoyi Dong:
Lifelong Incremental Reinforcement Learning with Online Bayesian Inference. CoRR abs/2007.14196 (2020) - [i10]Zhi Wang, Chunlin Chen, Daoyi Dong:
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments. CoRR abs/2010.04605 (2020) - [i8]Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen:
Curriculum-based Deep Reinforcement Learning for Quantum Control. CoRR abs/2012.15427 (2020) - 2019
- [c31]Yang Xiang, Daoyi Dong, Chunlin Chen:
Ultrafast-pulse generation using inhomogeneous laser fields and performance analysis. ICNSC 2019: 335-339 - 2018
- [j20]Zhipeng Ren, Daoyi Dong, Huaxiong Li, Chunlin Chen:
Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2216-2226 (2018) - [i7]Chunlin Chen, Daoyi Dong, Han-Xiong Li, Jian Chu, Tzyh Jong Tarn:
Fidelity-based Probabilistic Q-learning for Control of Quantum Systems. CoRR abs/1806.03145 (2018) - 2017
- [j17]Chengzhi Wu, Bo Qi, Chunlin Chen, Daoyi Dong:
Robust Learning Control Design for Quantum Unitary Transformations. IEEE Trans. Cybern. 47(12): 4405-4417 (2017) - [j16]Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz:
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach. IEEE Trans. Neural Networks Learn. Syst. 28(6): 1345-1359 (2017) - [i6]Daoyi Dong, Xi Xing, Hailan Ma, Chunlin Chen, Zhixin Liu, Herschel Rabitz:
Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments. CoRR abs/1702.03946 (2017) - 2015
- [j13]Daoyi Dong, Mohamed A. Mabrok, Ian R. Petersen, Bo Qi, Chunlin Chen, Herschel Rabitz:
Sampling-Based Learning Control for Quantum Systems With Uncertainties. IEEE Trans. Control. Syst. Technol. 23(6): 2155-2166 (2015) - [c22]Yingying Sun, Hailan Ma, Chengzhi Wu, Chunlin Chen, Daoyi Dong:
Ensemble control of open quantum systems using differential evolution. ASCC 2015: 1-6 - [c20]Chengzhi Wu, Chunlin Chen, Bo Qi, Daoyi Dong:
Robust Quantum Operation for Two-Level Systems Using Sampling-Based Learning Control. SMC 2015: 2043-2048 - [c18]Hailan Ma, Chunlin Chen, Daoyi Dong:
Differential Evolution with Equally-Mixed Strategies for Robust Control of Open Quantum Systems. SMC 2015: 2055-2060 - [i5]Daoyi Dong, Mohamed A. Mabrok, Ian R. Petersen, Bo Qi, Chunlin Chen, Herschel Rabitz:
Sampling-based Learning Control for Quantum Systems with Uncertainties. CoRR abs/1507.07190 (2015) - 2014
- [j11]Yuanlong Wang, Chunlin Chen, Daoyi Dong:
Further results on sampled-data design for robust control of a single qubit. Int. J. Control 87(10): 2056-2064 (2014) - [j9]Chunlin Chen, Daoyi Dong, Han-Xiong Li, Jian Chu, Tzyh Jong Tarn:
Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems. IEEE Trans. Neural Networks Learn. Syst. 25(5): 920-933 (2014) - [c17]Mohamed A. Mabrok, Daoyi Dong, Chunlin Chen, Ian R. Petersen:
Robust entanglement control between two atoms in a cavity using sampling-based learning control. CDC 2014: 5802-5807 - [c15]Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz:
Sampling-based learning control for quantum discrimination and ensemble classification. IJCNN 2014: 880-885 - 2013
- [c13]Chunlin Chen, Ruixing Long, Bo Qi, Daoyi Dong:
Sampling-based learning control of quantum systems with bounded inputs and uncertainties via path planning. AuCC 2013: 121-126 - [c12]Daoyi Dong, Chunlin Chen, Ruixing Long, Bo Qi, Ian R. Petersen:
Sampling-based learning control for quantum systems with hamiltonian uncertainties. CDC 2013: 1924-1929 - [c11]Yuanlong Wang, Chunlin Chen, Daoyi Dong:
Notes on Sampled-Data Design for Robust Control of a Single Qubit. ICONS 2013: 353-358 - [i3]Daoyi Dong, Chunlin Chen, Ruixing Long, Bo Qi, Ian R. Petersen:
Sampling-based Learning Control for Quantum Systems with Hamiltonian Uncertainties. CoRR abs/1312.4370 (2013) - [i2]Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz:
Quantum Ensemble Classification: A Sampling-based Learning Control Approach. CoRR abs/1312.6945 (2013) - 2012
- [j8]Chunlin Chen, Daoyi Dong, James Lam, Jian Chu, Tzyh Jong Tarn:
Control Design of Uncertain Quantum Systems With Fuzzy Estimators. IEEE Trans. Fuzzy Syst. 20(5): 820-831 (2012) - [c10]Chunlin Chen, Daoyi Dong:
Quantum parallelization of hierarchical Q-learning for global navigation of mobile robots. ICNSC 2012: 163-168 - 2011
- [j5]Chunlin Chen, Daoyi Dong, Han-Xiong Li, Tzyh Jong Tarn:
Hybrid MDP based integrated hierarchical Q-learning. Sci. China Inf. Sci. 54(11): 2279-2294 (2011) - 2010
- [c7]Daoyi Dong, Chunlin Chen:
Quantum-inspired reinforcement learning for decision-making of Markovian state transition. ISKE 2010: 21-26 - 2009
- [c6]Chunlin Chen, Gerasimos G. Rigatos, Daoyi Dong, James Lam:
Partial feedback control of quantum systems using probabilistic fuzzy estimator. CDC 2009: 3805-3810 - 2008
- [j4]Chunlin Chen, Han-Xiong Li, Daoyi Dong:
Hybrid Control for Robot Navigation - A Hierarchical Q-Learning Algorithm. IEEE Robotics Autom. Mag. 15(2): 37-47 (2008) - [j3]Daoyi Dong, Chunlin Chen, Tzyh Jong Tarn, Alexander N. Pechen, Herschel Rabitz:
Incoherent Control of Quantum Systems With Wavefunction-Controllable Subspaces via Quantum Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Part B 38(4): 957-962 (2008) - [j2]Daoyi Dong, Chunlin Chen, Han-Xiong Li, Tzyh Jong Tarn:
Quantum Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Part B 38(5): 1207-1220 (2008) - [c4]Chunlin Chen, Pei Yang, Xianzhong Zhou, Daoyi Dong:
A Quantum-inspired Q-learning Algorithm for Indoor Robot Navigation. ICNSC 2008: 1599-1603 - [p1]Chunlin Chen, Daoyi Dong:
Quantum Intelligent Mobile System. Quantum Inspired Intelligent Systems 2008: 77-102 - [i1]Daoyi Dong, Chunlin Chen, Han-Xiong Li, Tzyh Jong Tarn:
Quantum reinforcement learning. CoRR abs/0810.3828 (2008) - 2006
- [j1]Daoyi Dong, Chunlin Chen, Chenbin Zhang, Zonghai Chen:
Quantum robot: structure, algorithms and applications. Robotica 24(4): 513-521 (2006) - [c3]Chunlin Chen, Daoyi Dong, Zonghai Chen:
Grey Reinforcement Learning for Incomplete Information Processing. TAMC 2006: 399-407 - 2005
- [c2]Daoyi Dong, Chunlin Chen, Chenbin Zhang, Zonghai Chen:
An Autonomous Mobile Robot Based on Quantum Algorithm. CIS (1) 2005: 393-398 - [c1]Daoyi Dong, Chunlin Chen, Zonghai Chen:
Quantum Reinforcement Learning. ICNC (2) 2005: 686-689
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