Concepedia

A Deep Reinforcement Learning Perspective on Internet Congestion Control

Nathan Jay, Noga H. Rotman, Brighten Godfrey, Michael Schapira, Aviv Tamar

International Conference on Machine Learning · 2019 · 165 citations · 19 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningMarkov Decision ProcessesCongestion ControlCongestion ManagementDeep LearningNeural NetworksPolicy LearningReinforcement LearningCongestion AvoidanceCongestion Control ProtocolsDeep Reinforcement LearningInternet Congestion ControlNetwork Congestion Modeling

References

19

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

Computing, Computer Science, Algorithms +10

Mastering the game of Go without human knowledge

David Silver, Julian Schrittwieser, Karen Simonyan et al. · Nature · 2017 · 9.2K citations

Engineering, Educational Psychology, Cognitive Psychology +7

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Chelsea Finn, Pieter Abbeel, Sergey Levine · arXiv (Cornell University) · 2017 · 5.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Sangtae Ha, Injong Rhee, Lisong Xu · ACM SIGOPS Operating Systems Review · 2008 · 2.2K citations

Computing, Computer Engineering, Computer Science +17