Deep reinforcement learning for RAN optimization and control

Deep reinforcement learning for RAN optimization and control

9 November 2020

G. Krishnamurthi

Papers citing "Deep reinforcement learning for RAN optimization and control"

13 / 13 papers shown

Title
Learn to Schedule (LEASCH): A Deep reinforcement learning approach for radio resource scheduling in the 5G MAC layer F. Al-Tam N. Correia Jonathan Rodriguez 34 58 0 24 Mar 2020
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 83 1,436 0 18 Oct 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures L. Espeholt Hubert Soyer Rémi Munos Karen Simonyan Volodymyr Mnih ... Vlad Firoiu Tim Harley Iain Dunning Shane Legg Koray Kavukcuoglu 210 1,599 0 05 Feb 2018
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 107 2,264 0 06 Oct 2017
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization Giorgio Stampa M. Arias David Sánchez-Charles V. Muntés-Mulero A. Cabellos-Aparicio 47 172 0 20 Sep 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 120 2,812 0 19 Aug 2017
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective Ursula Challita Li Dong Walid Saad 52 49 0 22 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 164 1,536 0 25 Jan 2017
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 214 5,076 0 05 Jun 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 197 8,851 0 04 Feb 2016
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 217 3,788 0 18 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 167 7,639 0 22 Sep 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 318 13,237 0 09 Sep 2015