Author

Qiong Huang

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Preprint Aug 2026

Learning to Run Power Networks: Effective AlphaZero-inspired Topological Control

This paper investigates the effectiveness of model-based AlphaZero-inspired approaches that utilize Monte Carlo Tree Search (MCTS) for proactive grid management and finds that conducting the MCTS without guidance from a prior learned policy or value function can enhance training efficiency, and that a straightforward b...

Lukas Zetto, B. Schäfer, Qiong Huang · 1 citation