Graph Reinforcement Learning for Network Control via Bi-Level Optimization

16 May 2023

Papers citing "Graph Reinforcement Learning for Network Control via Bi-Level Optimization"

6 / 6 papers shown

Title
Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning Carolin Schmidt Daniele Gammelli Francisco Câmara Pereira Filipe Rodrigues OffRL 14 4 0 28 Feb 2023
Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation Xuesu Xiao Tingnan Zhang K. Choromanski Edward J. Lee Anthony G. Francis ... Leila Takayama Roy Frostig Jie Tan Carolina Parada Vikas Sindhwani 75 54 0 22 Sep 2022
Neur2SP: Neural Two-Stage Stochastic Programming Justin Dumouchelle R. Patel Elias Boutros Khalil Merve Bodur 56 27 0 20 May 2022
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems Daniele Gammelli Kaidi Yang James Harrison Filipe Rodrigues Francisco Câmara Pereira Marco Pavone GNN 45 46 0 23 Apr 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017