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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Reinforcement learning
biblio
Security Assessment of the Contextual Multi-Armed Bandit - RL Algorithm for Link Adaptation
Submitted by aekwall on Tue, 10/12/2021 - 3:13pm
security
Measurement
Games
Wireless communication
pubcrawl
Resiliency
Industries
Reinforcement learning
Compositionality
Throughput
Predictive Metrics
provable security
Contextual Multi-Armed Bandit
link adaptation
RL algorithms security
security assessment
biblio
An Analysis of Post Attack Impacts and Effects of Learning Parameters on Vulnerability Assessment of Power Grid
Submitted by grigby1 on Tue, 10/12/2021 - 2:44pm
and exploration rate
Attack impacts
composability
line outages
Markov Decision Process
Metrics
multistage sequential game
power grid vulnerability
power grid vulnerability analysis
pubcrawl
Reinforcement learning
Resiliency
transmission and distribution system
forum
IEEE Open Journal of Control Systems – Special Section: Intersection of Machine Learning with Control Section
Submitted by ve.rodriguez066 on Thu, 10/07/2021 - 1:03pm
General Announcements
machine learning
dimensionality reductio
System Identification
Emerging applications
learning-based control
Data-driven optimization and control
Dynamical Systems
safe reinforcement learning
safe adaptive control
Bridging model-based and learning-based control systems
Distributed learning over distributed systems
Reinforcement learning
multiagent systems
Optimization dynamics and control for machine learning
Statistical Learning
dynamical control systems
Announcement
Press release
forum
IEEE OJCS – Special Section: Intersection of Machine Learning with Control Section
Submitted by ve.rodriguez066 on Wed, 10/06/2021 - 3:35pm
Calls for Papers
machine learning
Dimensionality reduction and system identification
learning-based control
data-driven optimization
control for dynamic systems
safe reinforcement learning
safe adaptive control
bridging model-based control systems
learning-based control systems
distributed learning over distribution systems
optimization
dynamics and control for machine learning
Reinforcement learning
Statistical Learning
dynamical control systems
Announcement
Press release
Publications
biblio
Deep Q-learning Approach for Congestion Problem In Smart Cities
Submitted by aekwall on Tue, 09/07/2021 - 11:20am
delays
tools
pubcrawl
Scalability
Resiliency
Roads
Reinforcement learning
convolutional neural networks
adaptive systems
Green products
traffic control
traffic optimization
Turning
urban mobility
coupled congestion control
biblio
Multi-Armed-Bandit-based Shilling Attack on Collaborative Filtering Recommender Systems
Submitted by aekwall on Tue, 08/31/2021 - 11:47am
Human Factors
Scalability
Conferences
pubcrawl
Resiliency
Reinforcement learning
Buildings
collaborative filtering
Multi-Armed-Bandits
Profile Injection Attack
recommender system
recommender systems
Sensor Systems
Shilling Attack
uncertainty
biblio
Reinforcement Learning for Anti-Ransomware Testing
Submitted by aekwall on Tue, 08/31/2021 - 11:40am
anti-ransomware testing
Artificial Intelligence
composability
Cryptography
Detectors
encoding
Games
machine learning
Metrics
pubcrawl
Ransomware
Reinforcement learning
Resiliency
testing
biblio
Explainable Reinforcement Learning: A Survey
Submitted by Anonymous on Wed, 08/11/2021 - 3:01pm
PIRE
Societal Design
Reinforcement learning
biblio
DQ-MOTAG: Deep Reinforcement Learning-based Moving Target Defense Against DDoS Attacks
Submitted by grigby1 on Mon, 08/02/2021 - 3:13pm
pubcrawl
Metrics
Scalability
Reinforcement learning
moving target defense
adaptive strategy
cyber-physical system security
biblio
Multi-vNIC Intelligent Mutation: A Moving Target Defense to thwart Client-side DNS Cache Attack
Submitted by grigby1 on Mon, 08/02/2021 - 3:13pm
Cloud Computing
collaboration
Servers
pubcrawl
Metrics
Scalability
Computer crime
Games
Reinforcement learning
game theory
learning (artificial intelligence)
DNS security
Network moving target defense
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