A physics-guided RL agent that uses line outage distribution factors to choose practice actions during training achieves longer average blackout survival on Grid2Op benchmarks than random exploration.
Flexible implementation of power system corrective topology control
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RL for Mitigating Cascading Failures: Targeted Exploration via Sensitivity Factors
A physics-guided RL agent that uses line outage distribution factors to choose practice actions during training achieves longer average blackout survival on Grid2Op benchmarks than random exploration.