Spatial arrangement using deep reinforcement learning to minimise rearrangement in ship block stockyards

Intelligent scheduling of discrete automated production line via deep reinforcement learning

(2020) Daming Shi et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Q(λ) learning-based dynamic route guidance algorithm for overhead hoist transport systems in semiconductor fabs

(2019) Illhoe Hwang et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Grandmaster level in StarCraft II using multi-agent reinforcement learning

(2019) Oriol Vinyals et al.   NATURE

An analysis of shipyard spatial arrangement planning problems and a spatial arrangement algorithm considering free space and unplaced block

(2018) Yong-Kuk Jeong et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Assembly block location and sequencing for flat transporters in a planar storage yard of shipyards

(2013) Ningrong Tao et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Intelligent dynamic control of stochastic economic lot scheduling by agent-based reinforcement learning

(2011) Jiao Wang et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A block transportation scheduling system considering a minimisation of travel distance without loading of and interference between multiple transporters

(2010) Myung-Il Roh et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Assembly block storage location assignment problem: revisited

(2009) Changkyu Park et al.   PRODUCTION PLANNING & CONTROL

Comparing heuristic algorithms of the planar storage location assignment problem

(2009) Changkyu Park et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

A genetic algorithm to solve the storage space allocation problem in a container terminal

(2008) Mohammad Bazzazi et al.   COMPUTERS & INDUSTRIAL ENGINEERING