A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement

Automatic Virtual Network Embedding: A Deep Reinforcement Learning Approach With Graph Convolutional Networks

(2020) Zhongxia Yan et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Data-driven dynamic resource scheduling for network slicing: A Deep reinforcement learning approach

(2019) Haozhe Wang et al.   INFORMATION SCIENCES

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding

(2019) Pham Tran Anh Quang et al.   IEEE Transactions on Network and Service Management

A novel reinforcement learning algorithm for virtual network embedding

(2018) Haipeng Yao et al.   NEUROCOMPUTING

Heuristically Accelerated Reinforcement Learning by Means of Case-Based Reasoning and Transfer Learning

(2017) Reinaldo A. C. Bianchi et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Integer programming formulations for the elementary shortest path problem

(2016) Leonardo Taccari   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Network Function Virtualization: State-of-the-Art and Research Challenges

(2016) Rashid Mijumbi et al.   IEEE Communications Surveys and Tutorials

Resource Allocation in NFV: A Comprehensive Survey

(2016) Juliver Gil Herrera et al.   IEEE Transactions on Network and Service Management

Resource Allocation in NFV: A Comprehensive Survey

(2016) Juliver Gil Herrera et al.   IEEE Transactions on Network and Service Management

Heuristically Accelerated Reinforcement Learning for Dynamic Secondary Spectrum Sharing

(2015) Nils Morozs et al.   IEEE Access

Virtual Network Embedding: A Survey

(2013) Andreas Fischer et al.   IEEE Communications Surveys and Tutorials

Heuristically-Accelerated Multiagent Reinforcement Learning

(2013) Reinaldo A. C. Bianchi et al.   IEEE Transactions on Cybernetics