
Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems
Neural network controllers have become popular in control tasks thanks t...
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Implicit Graph Neural Networks
Graph Neural Networks (GNNs) are widely used deep learning models that l...
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Implicit Deep Learning
We define a new class of "implicit" deep learning prediction rules that ...
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Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training
Despite the recent successes of deep neural networks, the corresponding ...
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ContextAware Policy Reuse
Transfer learning can greatly speed up reinforcement learning for a new ...
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