Browsing Issue 01 by Subject "Neural Network"

Now showing items 1-2 of 2

A BRIEF STUDY OF DEEP REINFORCEMENT LEARNING WITH EPSILON-GREEDY EXPLORATION

N, Hariharan; Paavai Anand, Paavai (2021-08-20)

This paper analyses a simple epsilon-greedy exploration approach to train models with Deep Q-Learning algorithm to involve randomness that helps prevail the agent over conforming to a single solution. This allows the agent ...
Deep learning based object recognition in video sequences

A, Ashwith; Nasreen, Dr. Azra; Sethuram, Anurag; G, Dr. Shobha; S. Iyengar, Dr. S. (2021-08-19)

Object recognition and tracking in videos is a field of research with extremely high potential and utility. Application of Machine Learning in this field is relatively recent with many algorithms being proposed to do so. ...

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