ISRI > Project > Hyundai

  

Hyundai

Leader: Aaron Valero Puche
Contact: Aaron Valero Puche (aavache@naver.com)


Mailing address:
SungKyunKwan University
Intelligent System Research Center (ISRC)
83695 Research Complex-2,
300 Cheoncheon-dong,
Jangan-gu, Suwon,
Gyeonggi-do, Korea
440 - 746
 
Project Description
 
In the 3D Bin Packing Problem, we aim at learning the optimal packing policy given the bin state and the next available items delivered by the conveyor belt. The goal is to maximize the notion of space utilization and pack as many items as possible without compromising the stability of the bin. We approach this NP-Hard problem with popular Reinforcement Learning algorithms.
 
Personnel
 
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Recent publications
 


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300 Cheoncheon-dong, jangan-gu, Suwon, Gyeonggi-do, 440-746, Korea

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