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06/28/2023
SARC: Soft Actor Retrospective Critic
The two-time scale nature of SAC, which is an actor-critic algorithm, is...
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05/14/2021
Information-theoretic Evolution of Model Agnostic Global Explanations
Explaining the behavior of black box machine learning models through hum...
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09/03/2020
MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance
Training a classification model on a dataset where the instances of one ...
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12/23/2019
Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency
As deep reinforcement learning (RL) is applied to more tasks, there is a...
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08/15/2017
Extractive Summarization using Deep Learning
This paper proposes a text summarization approach for factual reports us...
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06/22/2017