WHY TO USE UNITY ML-AGENTS TO CREATE INTELLIGENT GAMING EXPERIENCE?

WHAT IS A UNITY ML-AGENT?

For those of you who are not well acquainted with the term “Unity Machine Learning Agents”, it is an open source Unity plugin with a license of Apache 2.0. that allows developers to train, modify, and embed intelligent agents to create an intelligent gaming experience by creating smart behaviors and reasonable virtual characters. A Unity ML-Agent allows programmers to not just code but teach these agents and make them intelligent using imitation learning, neuro evaluation, deep reinforcement learning, and other ML techniques through a simple Python API that contains the RL Algorithm for interacting and manipulating a learning environment. These Unity ML-Agents learn from the AI environments that contribute towards enhancing gameplay and giving players an immersive gaming experience. 

In September 2017, Unity released its first version of Machine Learning Agent Toolkit, the v.10 Unity package which was verified for the 2020.2 Editor release. Then in May 2021, they released the v2.0 version of the ML-Agent Unity package. The primary benefits that it gave the developers was to use Unity to train and integrate intelligent agents with API stability, easy installation, and a verified package. Over the years, these agents have improved and evolved in the gaming industry by addition of new training options like curriculum learning, the curiosity module and by improving the speed and efficiency, self play for multi-agent scenarios, and providing native, cross-platform inference support for all Unity ML-Agents. This toolkit has been developed by Unity through the years and there continues to be work done to make it even better in its performance and efficacy.

You may also read: Unity or unreal for game development

Machine Learning in video game creation is leveraged by developers across the globe to adjust game balance by training models. This helps to unity game developers to creating games that are entertaining, balanced and aligned with the creator’s vision. However, Unity brings these amazing innovations and upgrades that contribute towards the expansion and transformation of the gaming industry…Read more- WHY TO USE UNITY ML-AGENTS TO CREATE INTELLIGENT GAMING EXPERIENCE?

WHY PREFER UNITY 5 FOR DEVELOPING INTERACTIVE WEBGL GAMES

Unity announced the release of Unity 5 on March 3, 2015 in San Francisco, CA. Unity 5.0 is the latest and biggest release of the multiplatform engine. The game development platform has been used to create video games since June 2005 and ever since it has taken the process of developing games to another level. There have been some leading upgrades and changes in the application over the years. Especially in Unity 5, there have been massive improvements that are seen in the version. The 64-bit support, global illumination, physically based rendering, physX3, speedtree, audio tools, and WebGL support are the major ones. In this blog, we are going to stress over the Unity 5 WebGL games exporter that allows game creators to create interactive and immersive games.  

Web Graphics Library is a javascript API that renders interactive 2D and 3D graphics. It was designed by Khronos Group which is a computer software company based out of the US. The WebGL exporter uses WebGL API in Unity 5 to give the game developers the comfort to publish and run GPU-accelerated graphics and Unity 5 webGL games on the web and on any web browser effortlessly without the use of any plug-ins.  

DEVELOP WEBGL GAMES WITH UNITY 5

Unity 5 WebGL supports a lot of features that help the developers create and render visual elements with great quality and complexity, most of the game development company acquired unity 5 WebGL tool to develop 2D and 3D games with unique features…Read More – WHY PREFER UNITY 5 FOR DEVELOPING INTERACTIVE WEBGL GAMES