R.I.P.
π»
Ghosted
An Overview for Markov Decision Processes in Queues and Networks
July 24, 2019 Β· Declared Dead Β· π Stochastic Models in Reliability, Network Security and System Safety
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Quan-Lin Li, Jing-Yu Ma, Rui-Na Fan, Li Xia
arXiv ID
1907.10243
Category
math.OC: Optimization & Control
Cross-listed
cs.NI
Citations
10
Venue
Stochastic Models in Reliability, Network Security and System Safety
Last Checked
4 months ago
Abstract
Markov decision processes (MDPs) in queues and networks have been an interesting topic in many practical areas since the 1960s. This paper provides a detailed overview on this topic and tracks the evolution of many basic results. Also, this paper summarizes several interesting directions in the future research. We hope that this overview can shed light to MDPs in queues and networks, and also to their extensive applications in various practical areas.
Community Contributions
Found the code? Know the venue? Think something is wrong? Let us know!
π Similar Papers
In the same crypt β Optimization & Control
R.I.P.
π»
Ghosted
Local SGD Converges Fast and Communicates Little
R.I.P.
π»
Ghosted
On Lazy Training in Differentiable Programming
π
π
The Cartographer
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
R.I.P.
π»
Ghosted
Learned Primal-dual Reconstruction
R.I.P.
π»
Ghosted
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport
Died the same way β π» Ghosted
R.I.P.
π»
Ghosted
Federated Learning: Strategies for Improving Communication Efficiency
R.I.P.
π»
Ghosted
In-Datacenter Performance Analysis of a Tensor Processing Unit
R.I.P.
π»
Ghosted
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
R.I.P.
π»
Ghosted