ENERO: Efficient Real-Time WAN Routing Optimization with Deep
Reinforcement Learning

ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning

22 September 2021

Pere Barlet-Ros

A. Cabellos-Aparicio

Papers citing "ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning"

12 / 12 papers shown

Title
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 154 14,953 0 18 Jun 2020
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization Quentin Cappart Thierry Moisan Louis-Martin Rousseau Isabeau Prémont-Schwarz A. Ciré 60 143 0 02 Jun 2020
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN Member Ieee Junjie Zhang Minghao Ye Senior Member Ieee Zehua Guo Chen-Yu Yen F. I. H. Jonathan Chao 27 138 0 24 Apr 2020
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case Paul Almasan J. Suárez-Varela Krzysztof Rusek Pere Barlet-Ros A. Cabellos-Aparicio GNN AI4CE 94 187 0 16 Oct 2019
RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN Maik Ender Pawel Swierczynski Paul Almasan Paul Martin Knopp A. Cabellos-Aparicio GNN 53 245 0 03 Oct 2019
Neural Packet Classification Eric Liang Hang Zhu Xin Jin Ion Stoica OffRL 67 121 0 27 Feb 2019
Understanding the impact of entropy on policy optimization Zafarali Ahmed Nicolas Le Roux Mohammad Norouzi Dale Schuurmans 73 233 0 27 Nov 2018
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 78 646 0 03 Oct 2018
Experience-driven Networking: A Deep Reinforcement Learning based Approach Zhiyuan Xu Jian Tang Jingsong Meng Weiyi Zhang Yanzhi Wang C. Liu Dejun Yang OffRL 57 362 0 17 Jan 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 496 19,019 0 20 Jul 2017
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 217 5,076 0 05 Jun 2016
High-Dimensional Continuous Control Using Generalized Advantage Estimation John Schulman Philipp Moritz Sergey Levine Michael I. Jordan Pieter Abbeel OffRL 93 3,406 0 08 Jun 2015