L. Jeff Hong's Research Group
L. Jeff Hong's Research Group
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Integrating Algorithmic Sampling-Based Motion Planning with Learning in Autonomous Driving
Zhang, Y., J. Zhang, J. Zhang, J. Wang, K. Lu and L. J. Hong
January 2022
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Project
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Journal article
Publication
ACM Transactions on Intelligent Systems and Technology, 13(3):1-27
Emerging areas in Stochastic Simulation
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A new likelihood ratio method for training artificial neural networks
Large-scale inventory optimization: A recurrent-neural-networks-inspired simulation approach
Robust simulation with likelihood-ratio constrained input uncertainty
Learning-based robust optimization procedures and statistical guarantee
Option Pricing By Neural Stochastic Differential Equations: A Simulation-optimization Approach
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