Zobrazeno 1 - 10
of 804
pro vyhledávání: '"Hoang, Giang"'
Autor:
Pham, Hoang Giang, Mai, Tien
In this paper, we study the assortment optimization problem under the mixed-logit customer choice model. While assortment optimization has been a major topic in revenue management for decades, the mixed-logit model is considered one of the most gener
Externí odkaz:
http://arxiv.org/abs/2407.18532
Deep Reinforcement Learning (DRL) has achieved remarkable success, ranging from complex computer games to real-world applications, showing the potential for intelligent agents capable of learning in dynamic environments. However, its application in r
Externí odkaz:
http://arxiv.org/abs/2407.04315
Autor:
Mronga, Dennis, Bresser, Andreas, Maas, Fabian, Danzglock, Adrian, Stelter, Simon, Hawkin, Alina, Nguyen, Hoang Giang, Beetz, Michael, Kirchner, Frank
Publikováno v:
MARLIN: A cloud integrated robotic solution to support intralogistics in retail, Robotics and Autonomous Systems, Volume 175, 2024
In this paper, we present the service robot MARLIN and its integration with the K4R platform, a cloud system for complex AI applications in retail. At its core, this platform contains so-called semantic digital twins, a semantically annotated represe
Externí odkaz:
http://arxiv.org/abs/2407.02078
Pommerman is a multi-agent environment that has received considerable attention from researchers in recent years. This environment is an ideal benchmark for multi-agent training, providing a battleground for two teams with communication capabilities
Externí odkaz:
http://arxiv.org/abs/2407.00662
In this paper, we study a facility location problem within a competitive market context, where customer demand is predicted by a random utility choice model. Unlike prior research, which primarily focuses on simple constraints such as a cardinality c
Externí odkaz:
http://arxiv.org/abs/2403.04264
Autor:
Nguyen, Hoang-Giang, Le, Thanh-Dung
High-entropy alloys (HEAs) stand out between multi-component alloys due to their attractive microstructures and mechanical properties. In this investigation, molecular dynamics (MD) simulation and machine learning were used to ascertain the deformati
Externí odkaz:
http://arxiv.org/abs/2402.01578
Autor:
Le, Khanh Chau, Bui, Hoang Giang
A formulation of the asymptotically exact first-order shear deformation theory for linear-elastic homogeneous plates in the rescaled coordinates and rotation angles is considered. This allows the development of its asymptotically accurate and shear-l
Externí odkaz:
http://arxiv.org/abs/2310.19443
Panoptic segmentation in agriculture is an advanced computer vision technique that provides a comprehensive understanding of field composition. It facilitates various tasks such as crop and weed segmentation, plant panoptic segmentation, and leaf ins
Externí odkaz:
http://arxiv.org/abs/2309.13578
Autor:
Cao, Hoang-Giang, Lee, I, Hsu, Bo-Jiun, Lee, Zheng-Yi, Shih, Yu-Wei, Wang, Hsueh-Cheng, Wu, I-Chen
Deep reinforcement learning has achieved significant results in low-level controlling tasks. However, for some applications like autonomous driving and drone flying, it is difficult to control behavior stably since the agent may suddenly change its a
Externí odkaz:
http://arxiv.org/abs/2307.08230