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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
Authors:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
Favorite  |  View/Download:14/0  |  Submit date:2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2022, 页码: 13
Authors:  Shi, Chengchun;  Wang, Xiaoyu;  Luo, Shikai;  Zhu, Hongtu;  Ye, Jieping;  Song, Rui
Favorite  |  View/Download:33/0  |  Submit date:2022/04/29
A/B testing  Causal inference  Online experiment  Online updating  Reinforcement learning  Sequential testing  
Laser Based Navigation in Asymmetry and Complex Environment 期刊论文
SYMMETRY-BASEL, 2022, 卷号: 14, 期号: 2, 页码: 18
Authors:  Zhao, Yuchen;  Xie, Keying;  Liu, Qingfei;  Li, Yawen;  Wu, Tian
Favorite  |  View/Download:31/0  |  Submit date:2022/04/02
deep reinforcement learning  navigation  obstacle avoidance  unmaned-vehicle  
Stimuli strategy and learning dynamics promote the wisdom of crowds 期刊论文
EUROPEAN PHYSICAL JOURNAL B, 2021, 卷号: 94, 期号: 12, 页码: 8
Authors:  Li Zhenpeng;  Tang Xijin
Favorite  |  View/Download:30/0  |  Submit date:2022/04/02
A Network Evolution Model of Credit Risk Contagion between Banks and Enterprises Based on Agent-Based Model 期刊论文
JOURNAL OF MATHEMATICS, 2021, 卷号: 2021, 页码: 12
Authors:  Mu, Pei;  Chen, Tingqiang;  Pan, Kun;  Liu, Meng
Favorite  |  View/Download:32/0  |  Submit date:2022/04/02
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets 期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
Authors:  Li,Yuze;  Jiang,Shangrong;  Wei,Yunjie;  Wang,Shouyang
Favorite  |  View/Download:43/0  |  Submit date:2021/10/26
Portfolio optimization  Bitcoin  Deep learning  Reinforcement learning  Variational mode decomposition  
A Novel Resilient Control Scheme for a Class of Markovian Jump Systems With Partially Unknown Information 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 10
Authors:  Zhang, Kun;  Su, Rong;  Zhang, Huaguang
Favorite  |  View/Download:33/0  |  Submit date:2022/04/02
Games  Process control  Markov processes  Game theory  Actuators  System dynamics  Heuristic algorithms  Adaptive dynamic programming  integral reinforcement learning (IRL)  resilient control  zero-sum game  
Reinforcement learning behaviors in sponsored search 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2016, 卷号: 32, 期号: 3, 页码: 358-367
Authors:  Chen, Wei;  Liu, Tie-Yan;  Yang, Xinxin
Favorite  |  View/Download:53/0  |  Submit date:2018/07/30
advertiser behavior  sponsored search  generalized second-price auction  locally envy-free equilibrium  
Quantum reinforcement learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 卷号: 38, 期号: 5, 页码: 1207-1220
Authors:  Dong, Daoyi;  Chen, Chunlin;  Li, Hanxiong;  Tarn, Tzyh-Jong
Favorite  |  View/Download:39/0  |  Submit date:2018/07/30
collapse  Grover iteration  probability amplitude  quantum reinforcement learning (QRL)  state superposition  
Incoherent control of quantum systems with wavefunction-controllable subspaces via quantum reinforcement learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 卷号: 38, 期号: 4, 页码: 957-962
Authors:  Dong, Daoyi;  Chen, Chunlin;  Tarn, Tzyh-Jong;  Pechen, Alexander;  Rabitz, Herschel
Favorite  |  View/Download:47/0  |  Submit date:2018/07/30
incoherent control  quantum reinforcement learning (QRL)  wavefunction controllability  wavefunction-controllable subspace