Advanced Guide

Artificial locomotion in Unity using Machine Learning Part 3

Training and results ML-Agents training One of the most essential parts of training is hyperparameter tuning. Effective training using RL requires to setup up hyperparameters properly. In ML-Agents all hyperparameters are specified in trainer_config.yaml file. Here you can find definitions for all hyperparameters. Below you can see the trainer_config.yaml file with hyperparameters config used to …

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Advanced Guide

Artificial locomotion in Unity using Machine Learning Part 1

Recently Unity introduced a plugin called ML-Agents, which is meant to integrate Machine Learning into Unity’s environment. There were lots of ways to implement Machine Learning in Unity before, but it was horrifically complicated. With introduction of ML-Agents, it has finally become significantly easier to implement Machine Learning into your project, even if you don’t …

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Game Production Pipeline Infographic: Game Design, Development, QA Testing, and Marketing
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Game Production Pipeline Infographic

When you first start thinking of making a game, it’s quite important to consider the amount of time and energy that it will take to complete it. Some games can take years to complete – for both Indie game developers and their AAA counterparts. When working with game publishers, for example, game studios will need to …

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