Extending a 2023 CPS resilience model into a three-player differential game solved with online actor-critic RL yields 70% mean fear reduction in Hurricane Harvey simulations and 50% in cross-validation on Irma data without refitting.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Tell-tale watermarks are developed to support explanatory reasoning about the nature and extent of transformations applied across the lifecycle of synthetic media.
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Alleviating Community Fear in Disasters via Multi-Agent Actor-Critic Reinforcement Learning
Extending a 2023 CPS resilience model into a three-player differential game solved with online actor-critic RL yields 70% mean fear reduction in Hurricane Harvey simulations and 50% in cross-validation on Irma data without refitting.
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Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics
Tell-tale watermarks are developed to support explanatory reasoning about the nature and extent of transformations applied across the lifecycle of synthetic media.