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Data corresponding to the paper "Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning"

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AssemblySequenceOptimization

Data corresponding to the paper:

Kazuki Hayashi, Makoto Ohsaki, and Masaya Kotera, "Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning", Journal of the International Association for Shell and Spatial Structures, Vol. 63 (2022) No. 4 December n. 214, pp. 232-240(9)

concat

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AssemblySequence_GH

Grasshopper project to exploit the trained agent

RL

Reinforcement learning implementation to train the agent

comparison

Benchmark examples implementing two metaheuristic methods: GA and CMA-ES.

animation_no_loop.mp4

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Data corresponding to the paper "Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning"

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