Heterogeneous Task Offloading and Resource Allocations via Deep Recurrent Reinforcement Learning in Partial Observable Multi-Fog Networks

21 July 2020

Papers citing "Heterogeneous Task Offloading and Resource Allocations via Deep Recurrent Reinforcement Learning in Partial Observable Multi-Fog Networks"

12 / 12 papers shown

Title
Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches K. Doan M. Vaezi W. Shin H. Vincent Poor Hyundong Shin Tony Q.S. Quek 59 64 0 24 Sep 2019
Optimal and Fast Real-time Resources Slicing with Deep Dueling Neural Networks Nguyen Van Huynh D. Hoang Diep N. Nguyen E. Dutkiewicz 33 113 0 26 Feb 2019
Managing Fog Networks using Reinforcement Learning Based Load Balancing Algorithm Jungyeon Baek Georges Kaddoum S. Garg K. Kaur V. Gravel 30 89 0 28 Jan 2019
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 1,437 0 18 Oct 2018
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues Yaohua Sun M. Peng Yangcheng Zhou Yuzhe Huang S. Mao 58 435 0 24 Sep 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 96 1,317 0 12 Mar 2018
A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges Carla Mouradian Diala Naboulsi Sami Yangui R. Glitho M. Morrow P. Polakos 49 850 0 30 Oct 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 140 4,485 0 07 Jun 2017
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability Shayegan Omidshafiei Jason Pazis Chris Amato Jonathan P. How J. Vian 132 498 0 17 Mar 2017
Computing Resource Allocation in Three-Tier IoT Fog Networks: a Joint Optimization Approach Combining Stackelberg Game and Matching Huaqing Zhang Yong Xiao Shengrong Bu Dusit Niyato Richard Yu Zhu Han 28 298 0 14 Jan 2017
Deep Recurrent Q-Learning for Partially Observable MDPs Matthew J. Hausknecht Peter Stone 108 1,679 0 23 Jul 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 588 12,713 0 11 Dec 2014