Myung-Il Roh

COLREGs-compliant multiship collision avoidance based on deep reinforcement learning

Luman Zhao, Myung-Il Roh · Ocean Engineering · 2019 · 217 citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +5

An improved genetic algorithm for facility layout problems having inner structure walls and passages

Kyu-Yeul Lee, Seong-Nam Han, Myung-Il Roh · Computers & Operations Research · 2002 · 161 citations

Facility Planning, Engineering, Design +13

Deep reinforcement learning-based collision avoidance for an autonomous ship

Do-Hyun Chun, Myung-Il Roh, Hye-Won Lee et al. · Ocean Engineering · 2021 · 161 citations

Artificial Intelligence, Engineering, Ship Maneuvering +6

Determination of the optimal operating conditions of the dual mixed refrigerant cycle for the LNG FPSO topside liquefaction process

Ji-Hyun Hwang, Myung-Il Roh, Kyu-Yeul Lee · Computers & Chemical Engineering · 2012 · 134 citations

Liquefaction Process, Chemical Engineering, Optimal Operating Conditions +7

An improved genetic algorithm for multi-floor facility layout problems having inner structure walls and passages

Kyu-Yeul Lee, Myung-Il Roh, Hyuk-Su Jeong · Computers & Operations Research · 2003 · 133 citations

Memetic Algorithm, Facility Planning, Engineering +12