Camera-ready repository for REIGN, accepted at the MLGenX 2026 ICLR Workshop, on adaptive experiment design with hierarchical transfer and information gain.

This work introduced SymQNet, a reinforcement-learning agent for adaptive Hamiltonian learning. Code and results for arXiv:2606.12808.