Scientific Papers
Document
Graph Reinforcement Learning for Power Grids: A Comprehensive Survey
Date
11/10/2024
Document
Fault Detection for Agents in Power Grid Topology Optimization: A Comprehensive Analysis
Date
11/10/2024
Document
Pioneering roadmap for ML-driven algorithmic advancements in electrical networks
Date
11/10/2024
Document
State and Action Factorization in Power Grids
Date
11/10/2024
Document
Multi-Objective Reinforcement Learning for Power Grid Topology Control
Date
07/02/2025
Document
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
Date
12/02/2025
Document
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
Date
12/02/2025
Document
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
Date
13/02/2025
Document
Imitation Learning for Intra-Day Power Grid Operation through Topology Actions
Date
27/03/2025