research
∙
06/28/2023
SARC: Soft Actor Retrospective Critic
The two-time scale nature of SAC, which is an actor-critic algorithm, is...
share
research
∙
05/14/2021
Information-theoretic Evolution of Model Agnostic Global Explanations
Explaining the behavior of black box machine learning models through hum...
research
∙
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 ...
research
∙
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...
research
∙
08/15/2017
Extractive Summarization using Deep Learning
This paper proposes a text summarization approach for factual reports us...
research
∙
06/22/2017
