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

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