Grid-2Op

The 'Grid-2Op' dataset/benchmark contains simulated power grid environments and is used to evaluate the performance of reinforcement learning algorithms in automating power grid operation tasks while adhering to safety constraints.

Papers using Grid-2Op (6)

Hierarchical Reinforcement Learning with Runtime Safety Shielding for Power Grid Operation2026Power Grid Control with Graph-Based Distributed Reinforcement Learning2025State and Action Factorization in Power Grids2024Robust Defense Against Extreme Grid Events Using Dual-Policy Reinforcement Learning Agents2024RL for Mitigating Cascading Failures: Targeted Exploration via Sensitivity Factors2024Fault Detection for agents on power grid topology optimization: A Comprehensive analysis2024