Learning to Choose: An Empowerment-Guided Multi-Agent System with semantic communication for Adaptive Method Selection

ArXi:2605.30042v1 Announce Type: new Automating scientific computing workflows requires than generating executable code: autonomous systems must also select appropriate computational strategies, implement them faithfully, and ensure that the resulting outcomes remain causally attributable to the decisions that produced them.