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Tag: graph-neural-networks
6 items with this tag.
Jun 14, 2026
Physics Informed Reinforcement Learning with Gibbs Priors for Topology Control in Power Grids
paper
l2rpn
grid2op
power-systems
reinforcement-learning
graph-neural-networks
world-models
safety
action-ranking
Jun 14, 2026
Graph Neural Networks for Transmission Grid Topology Control: Busbar Information Asymmetry and Heterogeneous Representations
paper
l2rpn
grid2op
power-systems
graph-neural-networks
topology
imitation-learning
control
Jun 14, 2026
Power Grid Control with Graph-Based Distributed Reinforcement Learning
paper
l2rpn
grid2op
power-systems
reinforcement-learning
graph-neural-networks
distributed-control
control
Jun 14, 2026
Graph Reinforcement Learning for Power Grids: A Comprehensive Survey
paper
power-systems
reinforcement-learning
graph-neural-networks
grid2op
survey
world-models
control
Jun 14, 2026
Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach
paper
l2rpn
grid2op
power-systems
imitation-learning
graph-neural-networks
control
action-ranking
Jun 14, 2026
Learning to Run a Power Network under Varying Grid Topology
paper
l2rpn
grid2op
power-systems
graph-neural-networks
mcts
world-models
control