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Tag: graph-time-series
15 items with this tag.
Jun 14, 2026
Active Power Correction Strategies Based on Deep Reinforcement Learning--Part II: A Distributed Solution for Adaptability
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Expert System for topological remedial action discovery in smart grids
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Graph Neural Solver for Power Systems
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Guided Machine Learning for power grid segmentation
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Learning to run a power network challenge for training topology controllers
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
LEAP nets for power grid perturbations
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
representation-learning
Jun 14, 2026
AI-Based Autonomous Line Flow Control via Topology Adjustment for Maximizing Time-Series ATCs
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
MARL2Grid-TR: A Multi-Agent RL Benchmark in Power Grid Operations
paper
l2rpn
grid2op
power-systems
reinforcement-learning
multi-agent
benchmark
control
graph-time-series
Jun 14, 2026
Neural Networks for Power Flow: Graph Neural Solver
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Power Grid Congestion Management via Topology Optimization with AlphaZero
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
Jun 14, 2026
Anticipating contingengies in power grids using fast neural net screening
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
robustness
Jun 14, 2026
RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations
paper
l2rpn
grid2op
power-systems
reinforcement-learning
benchmark
control
graph-time-series
Jun 14, 2026
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic
paper
l2rpn
grid2op
power-systems
time-series
control
world-models
graph-time-series
May 20, 2026
Pure Transformers are Powerful Graph Learners
graph-learning
graph-structure
transformers
graph-time-series
world-models