International shipping accounts for about 3% of global greenhouse gas emissions.
Current routing methods primarily rely on heuristics.
The new method, PIER, integrates physics-informed reinforcement learning.
Briefing: Physics-informed offline reinforcement learning eliminates catastrophic fuel waste in maritime routing
Strategic angle: A new approach to maritime routing could significantly reduce greenhouse gas emissions from international shipping.