NPTEL Assignment Answers 2021 of Machine Learning

AAV Weapon Target Assignment via State Split Flow Deep Q-learning Network with Threat Degree Index

Abstract: This article investigates the weapon target assignment (WTA) problem for the autonomous aerial vehicle (AAV) system in the safety transition task. Considering the heterogeneity of targets, a ...

IEEE

Continuous Value Assignment: A Doubly Robust Data Augmentation for Off-Policy Learning

Abstract: Deep reinforcement learning (RL) has witnessed remarkable success in a wide range of control tasks. To overcome RL’s notorious sample inefficiency, prior studies have explored data ...

KKEY

Does the First Amendment protect you at work? Charlie Kirk critics are learning the answer

(NEXSTAR) — Workers nationwide, many of them educators, have either been let go from their jobs or placed on leave after allegedly making comments online following the death of conservative influencer ...

C&EN

Evaluating Machine Learning Models for Molecular Property Prediction: Performance and Robustness on Out-of-Distribution Data

Department of Pharmaceutical Sciences, Division of Pharmaceutical Chemistry, Faculty of Life Sciences, University of Vienna, Josef-Holaubek-Platz 2, 1090 Vienna, Austria Christian Doppler Laboratory ...

Associated Press

Google’s top AI scientist says ‘learning how to learn’ will be next generation’s most needed skill

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