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A reinforcement learning approach to airfoil shape optimization | Scientific Reports
Nature
Shape optimization is an indispensable step in any aerodynamic design. However, the inherent complexity and non-linearity associated with...
12 months ago
The Best Learning Rate Schedules. Practical and powerful tips for setting… | by Cameron R. Wolfe, Ph.D.
Towards Data Science
Anybody that has trained a neural network knows that properly setting the learning rate during training is a pivotal aspect of getting the...
19 months ago
A value-based deep reinforcement learning model with human expertise in optimal treatment of sepsis | npj Digital ...
Nature
Deep Reinforcement Learning (DRL) has been increasingly attempted in assisting clinicians for real-time treatment of sepsis.
17 months ago
Neural Network Embeddings Explained | by Will Koehrsen
Towards Data Science
Applications of neural networks have expanded significantly in recent years from image segmentation to natural language processing to...
69 months ago
Event-based backpropagation can compute exact gradients for spiking neural networks | Scientific Reports
Nature
Spiking neural networks combine analog computation with event-based communication using discrete spikes. While the impressive advances of...
36 months ago