research
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03/08/2023
On the Benefits of Biophysical Synapses
The approximation capability of ANNs and their RNN instantiations, is st...
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07/18/2021
GoTube: Scalable Stochastic Verification of Continuous-Depth Models
We introduce a new stochastic verification algorithm that formally quant...
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03/08/2021
Model-based versus Model-free Deep Reinforcement Learning for Autonomous Racing Cars
Despite the rich theoretical foundation of model-based deep reinforcemen...
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06/08/2020
Liquid Time-constant Networks
We introduce a new class of time-continuous recurrent neural network mod...
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09/11/2018
