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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Reinforcement learning
biblio
Adversarial Attack and Defense on Graph-based IoT Botnet Detection Approach
Submitted by aekwall on Mon, 01/10/2022 - 11:49am
Classification algorithms
Malware Analysis and Graph Theory
privacy
Predictive Metrics
Human behavior
Resiliency
adversarial attack
attack graphs
botnet
Training
composability
Computational modeling
graph analysis
IoT Botnet detection
malware
pubcrawl
Reinforcement learning
supervised learning
biblio
Defense Against Advanced Persistent Threats in Smart Grids: A Reinforcement Learning Approach
Submitted by aekwall on Mon, 12/20/2021 - 11:21am
Benchmark testing
simulation
delays
deep learning
Scalability
pubcrawl
Metrics
Resiliency
Human behavior
SCADA systems
Smart Grid
Reinforcement learning
advanced persistent threat
Central Processing Unit
Meters
biblio
Cyber Security Enhancement of Smart Grids Via Machine Learning - A Review
Submitted by grigby1 on Thu, 12/02/2021 - 2:18pm
Reinforcement learning
Smart Grid Sensors
Smart Grids
Smart Grid Cyber Security
Signal processing algorithms
signal processing
security
Resiliency
resilience
Compositionality
pubcrawl
Monitoring
machine learning
Internet of Things
Human Factors
Human behavior
Detectors
deep learning
biblio
Privacy-Cost Management in Smart Meters Using Deep Reinforcement Learning
Submitted by grigby1 on Tue, 11/30/2021 - 1:32pm
privacy-cost trade-off
Smart meters privacy
smart meters
Smart Grids
smart grid consumer privacy
Scalability
Resiliency
resilience
Reinforcement learning
real-time systems
Q-learning algorithm
pubcrawl
collaboration
Privacy-cost management unit
privacy
Policy-Governed Secure Collaboration
Metrics
Load modeling
Human behavior
Europe
deep reinforcement learning
Deep double Q-learning
composability
biblio
Using Taint Analysis and Reinforcement Learning (TARL) to Repair Autonomous Robot Software
Submitted by grigby1 on Mon, 11/29/2021 - 1:28pm
automated repair
autonomous robots
autonomous system
composability
formal verification
maintenance engineering
Metrics
Monitoring
performance guarantee
pubcrawl
Reinforcement learning
ROS
self-healing
Software
taint analysis
uncertainty
biblio
Security Assessment of the Contextual Multi-Armed Bandit - RL Algorithm for Link Adaptation
Submitted by aekwall on Tue, 10/12/2021 - 2:13pm
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 - 1:44pm
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 - 12:03pm
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 - 2:35pm
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 - 10:20am
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
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