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09/16/2021
Detection Accuracy for Evaluating Compositional Explanations of Units
The recent success of deep learning models in solving complex problems a...
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06/01/2021
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models
Due to their black-box and data-hungry nature, deep learning techniques ...
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10/20/2020
Reinforcement Learning for Optimization of COVID-19 Mitigation policies
The year 2020 has seen the COVID-19 virus lead to one of the worst globa...
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03/22/2018
DOP: Deep Optimistic Planning with Approximate Value Function Evaluation
Research on reinforcement learning has demonstrated promising results in...
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03/01/2018
Q-CP: Learning Action Values for Cooperative Planning
Research on multi-robot systems has demonstrated promising results in ma...
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07/28/2013