Results 111 to 120 of about 1,570 (213)
Using Neuroevolution to Design Neural Networks [special issue]
Castelli, M. (Guest ed.), Medvet, E. (Guest ed.), Trujillo, L., & Manzoni, L. (Guest ed.) (2020). Using Neuroevolution to Design Neural Networks. Computational Intelligence And Neuroscience, 2020.Deep learning (DL) has gained popularity in the field of ...
Castelli, Mauro +3 more
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Learning in fractured problems with constructive neural network algorithms [PDF]
textEvolution of neural networks, or neuroevolution, has been a successful approach to many low-level control problems such as pole balancing, vehicle control, and collision warning.
Kohl, Nate F.
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Novel Uncertainty-Aware Deep Neuroevolution Algorithm to Quantify Tidal Forecasting
Novel Uncertainty-Aware Deep Neuroevolution Algorithm to Quantify Tidal ...
F Wang (7715261) +6 more
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A deep learning / neuroevolution hybrid for visual control [PDF]
This paper presents a deep learning / neuroevolution hybrid approach called DLNE, which allows FPS bots to learn to aim & shoot based only on high-dimensional raw pixel input.
Sebastian Risi +7 more
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Neuroevolution Principles and Applications
The theoretical part of this work deals with evolutionary algorithms (EA), neural networks (NN) and their synthesis in the form of neuroevolution. From a practical point of view, the aim of the work is to show the application of neuroevolution on two ...
Herec, Jan
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Incorporating Advice into Neuroevolution of Adaptive Agents
Neuroevolution is a promising learning method in tasks with extremely large state and action spaces and hidden states. Re-cent advances allow neuroevolution to take place in real time, making it possible to e.g.
Risto Miikkulainen +7 more
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Neuroevolution and complexifying genetic architectures for memory and control tasks
Inden B. Neuroevolution and complexifying genetic architectures for memory and control tasks. Theory in Biosciences.
Benjamin Inden, Inden, Benjamin
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Neuroevolution Applied to Profiled Side-Channel Attacks
Side-channel attacks (SCA) can obtain secret information related to the private key used during encryption executed on some device by exploiting leakage in power traces produced by the device. In recent years, researchers found that a neural network (NN)
Schijlen, Fiske (author)
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Cultural enhancement of neuroevolution
textAny transmission of behavior from one generation to the next via non–genetic means is a process of culture. Culture provides major advantages for survival in the biological world.
McQuesten, Paul Herbert
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