Development of Virtual Reality Platform through Human Computer Interaction using Artificial Intelligence

Harshavardhini, U (2024) Development of Virtual Reality Platform through Human Computer Interaction using Artificial Intelligence. In: 2024 3rd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), Salem, India.

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Abstract

The development of a virtual reality platform through human-computer interaction (HCI) is obtained using deep learning with a genetic algorithm. The human-computer interaction forms a bridge between users and the VR system. This helps in providing a natural interaction experience to the users. Deep learning techniques help in obtaining the realistic nature of the physical world in the virtual platform. The personalized experiences are obtained using the integration of deep learning with VR platforms. The optimization algorithm helps in achieving user interaction in a real-time platform. The adaptive learning helps in increasing the overall immersion with a user-friendly interface. The VR development process is done using a genetic algorithm. This helps to evolve and optimize themselves within the period of time. This helps the VR platform to iteratively improve its performance and complete design through adopting successful combinations of various parameters. The proposed approach helps the VR system to evolve towards an optimal condition. This helps to satisfy the various needs and preferences of the users. Thus the proposed system helps in obtaining adaptive and intelligent virtual environments. This helps in overcoming various challenges in designing immersive VR experiences with personalized digital environments.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Deep learning; Intelligent virtual environments; Interaction experiences; Learning techniques; Natural interactions; Optimization algorithms; Physical world; User friendly interface; Virtual platform; VR systems
Subjects: A Artificial Intelligence and Data Science > Deep Learning
C Computer Science and Engineering > Virtual Reality
C Computer Science and Engineering > Genetic Algorithm
Divisions: Computer Science and Engineering
Depositing User: Users 5 not found.
Date Deposited: 13 Aug 2024 08:05
Last Modified: 13 Aug 2024 08:06
URI: https://ir.psgitech.ac.in/id/eprint/917

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