RL-based Control of Smart Base Isolation System Using Unity ML-Agents - Kim, Hyun-Su; Kang, Joo-Won (International journal of steel structures, 2024)
Keywords: Algorithms; Brain research; Civil Engineering; Comparative studies; Control algorithms; Control systems; Control theory; Dynamical systems; Earthquakes; Engineering; Engines; Finite element method; Games; Isolation systems; Machine learning; Materials Science; Physics; Programming languages; Python; Robots; School environment; Seismic engineering; Seismic isolation; Seismic response; Simulation; Soft computing; Software; Solid Mechanics; Structural engineering; Unmanned aerial vehicles; 토목공학; Smart control algorithm; Smart base isolation system; Unity ML-agents; Deep Q-network; Reinforcement learning