Intelligent Low Carbon Reinforced Concrete Beam Design Optimization via Deep
Reinforcement Learning
Enter the required structural design constraints below (Beam Length, Dead Load, and Live Load), and our intelligent PPO-based Deep Reinforcement Learning agent will provide an optimized, code-compliant Reinforced Concrete beam design that minimizes embodied carbon (CO₂ Emissions).