NQS-Agent introduces health-aware agentic hyperparameter optimization for neural-network quantum states, demonstrating improved results over human-tuned baselines on the square-lattice J1-J2 Heisenberg model by incorporating optimization trajectory stability.
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NQS-Agent: Health-Aware Agentic Hyperparameter Optimization for Neural-Network Quantum States
NQS-Agent introduces health-aware agentic hyperparameter optimization for neural-network quantum states, demonstrating improved results over human-tuned baselines on the square-lattice J1-J2 Heisenberg model by incorporating optimization trajectory stability.