Preregistered, reproducible research infrastructure for RL/MARL and multi-objective seismic friction-damper co-design under earthquake and structural uncertainty, with OpenSeesPy.
python machine-learning reinforcement-learning reproducible-research uncertainty-quantification multiobjective-optimization structural-engineering structural-dynamics preregistration earthquake-engineering multi-agent-reinforcement-learning research-software openseespy earthquake-simulation pareto-optimization faramarz-kowsari seismic-control seismic-retrofit friction-damper
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Aug 28, 2026 - Python