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Mutual Influence-aware Runtime Learning of Self-adaptation Behavior

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Architecting principles for systems-of-systems
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Comparison of Dependency Measures for the Detection of Mutual Influences in Organic Computing Systems
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Towards an Organic Network Control System
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Reinforcement Learning
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On Patterns for Decentralized Control in Self-Adaptive Systems
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Applied Multivariate Statistical Analysis
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Q-learning
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Interwoven Systems
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Feature selection and feature learning for high-dimensional batch reinforcement learning: A survey
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Self-organizing multi-agent systems for the control of complex systems
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A survey on engineering approaches for self-adaptive systems
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Technical Note: Q-Learning
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A NEW MEASURE OF RANK CORRELATION
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VII. Note on regression and inheritance in the case of two parents
inferredcites →https://doi.org/10.1103/physreve.69.066138openalex-snapshot
Estimating mutual information
inferredcites →https://doi.org/10.1109/fas-w.2019.00014openalex-snapshot
Self-Improving System Integration - On a Definition and Characteristics of the Challenge
inferredcites →https://doi.org/10.1109/mc.2003.1160055openalex-snapshot
The vision of autonomic computing
inferredcites →https://doi.org/10.1109/saso.2015.23openalex-snapshot
A Mutual Influence Detection Algorithm for Systems with Local Performance Measurement
inferredcites →https://doi.org/10.1109/saso.2016.16openalex-snapshot
Goal-Oriented Holonics for Complex System (Self-)Integration: Concepts and Case Studies
inferredcites →https://doi.org/10.1109/saso.2017.9openalex-snapshot
Centralised, Decentralised, and Self-Organised Coverage Maximisation in Smart Camera Networks
inferredcites →https://doi.org/10.1109/tcsvt.2015.2426575openalex-snapshot
Dynamic Reconfiguration in Camera Networks: A Short Survey
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Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
inferredcites →https://doi.org/10.1109/tsmcc.2007.913919openalex-snapshot
A Comprehensive Survey of Multiagent Reinforcement Learning
inferredcites →https://doi.org/10.1126/science.1205438openalex-snapshot
Detecting Novel Associations in Large Data Sets
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Regularization and feature selection in least-squares temporal difference learning
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Towards run-time adaptation of test cases for self-adaptive systems in the face of uncertainty
inferredcites →https://doi.org/10.1145/2659021.2659052openalex-snapshot
Reinforcement Learning for Coverage Optimization Through PTZ Camera Alignment in Highly Dynamic Environments
inferredcites →https://doi.org/10.1145/2908812.2908859openalex-snapshot
Transferable XCS
inferredcites →https://doi.org/10.1145/332833.332837openalex-snapshot
Proactive computing
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Classifier Fitness Based on Accuracy
inferredcites →https://doi.org/10.1177/0037549705058073openalex-snapshot
MASON: A Multiagent Simulation Environment
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Measuring and testing dependence by correlation of distances
inferredcites →https://doi.org/10.4135/9781412959384.n229openalex-snapshot
Mathematical Theory of Communication
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Collective Adaptive Systems: Challenges Beyond Evolvability
inferredcites →https://doi.org/10.5220/0005697001810189openalex-snapshot
A Mutual Influence-based Learning Algorithm
inferredcites →https://doi.org/10.5555/1577069.1755839openalex-snapshot
Transfer Learning for Reinforcement Learning Domains: A Survey

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.future.2020.11.019openalex-snapshot
Self-improving system integration: Mastering continuous change
inferred← citeshttps://doi.org/10.1016/j.future.2021.02.010openalex-snapshot
Special issue on “self-improving self integration”
inferred← citeshttps://doi.org/10.1109/acsos-c51401.2020.00029openalex-snapshot
Fairness, Performance, and Robustness: Is There a CAP Theorem for Self-adaptive and Self-organising Systems?
inferred← citeshttps://doi.org/10.1109/acsos-c52956.2021.00043openalex-snapshot
Reflective Learning Classifier Systems for Self-Adaptive and Self-Organising Agents
inferred← citeshttps://doi.org/10.1109/acsos-c52956.2021.00047openalex-snapshot
Digital Shadows in Self-Improving System Integration: A Concept U sing Generative Modelling
inferred← citeshttps://doi.org/10.1109/acsos-c66519.2025.00030openalex-snapshot
CoMPass: A Roadmap to Collaborative Perception and Autonomy in Maritime Systems
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A Hybrid Architecture for an Autonomous Maritime Water-Taxi Fleet
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A Survey on Self-adaptation Planning Optimization Techniques
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Assured Mission Adaptation of UAVs
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To Adapt or Not to Adapt: A Quantification Technique for Measuring an Expected Degree of Self-Adaptation
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