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04/21/2022
Evolution of Transparent Explainable Rule-sets
Most AI systems are black boxes generating reasonable outputs for given ...
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03/14/2022
DIAS: A Domain-Independent Alife-Based Problem-Solving System
A domain-independent problem-solving system based on principles of Artif...
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05/28/2020
From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic
Several models have been developed to predict how the COVID-19 pandemic ...
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02/13/2020
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription
There is now significant historical data available on decision making in...
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06/07/2019
Enhanced Optimization with Composite Objectives and Novelty Pulsation
An important benefit of multi-objective search is that it maintains a di...
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05/30/2019
Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential
Artificial Intelligence (AI) technology is rapidly changing many areas o...
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02/18/2019
Evolutionary Neural AutoML for Deep Learning
Deep neural networks (DNNs) have produced state-of-the-art results in ma...
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03/09/2018
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
Biological evolution provides a creative fount of complex and subtle ada...
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03/01/2017
Evolving Deep Neural Networks
The success of deep learning depends on finding an architecture to fit t...
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12/11/1998