A two-layer distributed RL system with one GNN-observing agent per power line and a learned manager keeps the Grid2Op case14 grid alive far longer than the do-nothing baseline.
Grid2op: A testbed platform to model sequential decision making in power systems, 2020
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
dataset 1polarities
use dataset 1representative citing papers
citing papers explorer
-
Power Grid Control with Graph-Based Distributed Reinforcement Learning
A two-layer distributed RL system with one GNN-observing agent per power line and a learned manager keeps the Grid2Op case14 grid alive far longer than the do-nothing baseline.