A Decentralized Bayesian Attack Detection Algorithm for Network Security

A Malware Detector Placement Game for Intrusion Detection

A Robust Flow Control Framework for Heterogenous Network Access

A hybrid systems model for power control in multicell wireless data networks

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A non-equilibrium analysis and control framework for active queue management

Adaptive-Rate Compressive Sensing Using Side Information.

scientific article published on 14 July 2015

An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods ⬇️

An optimal control approach to malware filtering

Batch-to-Batch Finite-Horizon LQ Control for Unknown Discrete-Time Linear Systems Via Stochastic Extremum Seeking

Coalitional Game Theory for Security Risk Management

Decomposition and Mean-Field Approach to Mixed Integer Optimal Compensation Problems

Distributed hypothesis testing with a fusion center: The conditionally dependent case

Evolutionary Games for Multiple Access Control

Fictitious play with time-invariant frequency update for network security

Finite-horizon LQ control for unknown discrete-time linear systems via extremum seeking

Finite-horizon LQ control for unknown discrete-time linear systems via extremum seeking

Game Theory in Communication Systems [Guest Editorial]

Game-theoretic analysis of a visibility based pursuit-evasion game in the presence of obstacles

Guest Editorial Game Theory for Networks, Part I

Guest Editorial Game Theory for Networks, Part II

Hybrid Learning in Stochastic Games and Its Application in Network Security

Malware Filtering for Network Security Using Weighted Optimality Measures

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity ⬇️

scientific article published in November 2020

Nash Equilibrium Seeking for Dynamic Systems with Non-Quadratic Payoffs

Nash Equilibrium Seeking with Finitely-and Infinitely-Many Players *

Nash equilibrium seeking for games with non-quadratic payoffs

Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes ⬇️

article by Dongsheng Ding et al published November 2020 in Advances in Neural Information Processing Systems 33

Network Security

article published in 2009

Non-Cooperative Inverse Reinforcement Learning ⬇️

scholarly article by Xiangyuan Zhang et al published 2019 in Advances in Neural Information Processing Systems 32

Obituary

On the Stability and Convergence of Robust Adversarial Reinforcement Learning: A Case Study on Linear Quadratic Systems ⬇️

scholarly article by Kaiqing Zhang et al published November 2020 in Advances in Neural Information Processing Systems 33

Optimal and robust epidemic response for multiple networks

Optimal and robust epidemic response for multiple networks

POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis ⬇️

scientific article published in November 2020

Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games ⬇️

Power control for multicell CDMA wireless networks: A team optimization approach

Randomized algorithms for stability and robustness analysis of high-speed communication networks

article by Tansu Alpcan et al published September 2005 in IEEE Transactions on Neural Networks

Risk-Sensitive Mean-Field Games

Robust Mean Field Games

Robust Multi-Agent Reinforcement Learning with Model Uncertainty ⬇️

scientific article published in November 2020

Robust linear quadratic mean-field games in crowd-seeking social networks

Stochastic games for security in networks with interdependent nodes

TCP-Illinois

scientific article (publication date: 2006)

Variable rate model with QoS guarantees for real-time Internet traffic