Search Results for author: Avleen Malhi

Found 5 papers, 1 papers with code

Towards a Rigorous Evaluation of Explainability for Multivariate Time Series

no code implementations6 Apr 2021 Rohit Saluja, Avleen Malhi, Samanta Knapič, Kary Främling, Cicek Cavdar

Machine learning-based systems are rapidly gaining popularity and in-line with that there has been a huge research surge in the field of explainability to ensure that machine learning models are reliable, fair, and can be held liable for their decision-making process.

Decision Making Explainable artificial intelligence +2

A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study

no code implementations30 Mar 2021 Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling

On the other hand, BAG model results suggest that the developed supervised learning model using decision trees as base estimator yields better forecast accuracy in the presence of large variation in data for one battery.

Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge

1 code implementation16 Mar 2021 Ashish Rana, Avleen Malhi

The behavior policy is learnt by agents trained with the help from deep reinforcement learning models.

Autonomous Driving

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