Aprendizado de Máquina

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Happy holidays from the Unity ML-Agents team!

+1 dezembro 28, 20202

On behalf of the Unity ML-Agents team, we want to wish everyone and their loved ones a happy holiday and new year!  As we close out 2020, we wanted to take a moment to highlight a few of our favorite community projects in 2020, recap our progress since our v1.0 release (Release 1... Ler mais

On behalf of the Unity ML-Agents team, we want to wish everyone and their loved ones a happy holiday and new year!  As we close out 2020, we wanted to take a moment to highlight a few of our favorite community projects in 2020, recap our progress since our v1.0 release (Release 1... Ler mais

Automate your playtesting: Create Virtual Players for Game Simulation

dezembro 11, 20201

It’s easy to automate playtesting by creating a Virtual Player (a game-playing agent), then using Game Simulation to run automated playtests at scale. Read on to discover... Ler mais

Real-time style transfer in Unity using deep neural networks

+2 novembro 25, 20209

Deep Learning is now powering numerous AI technologies in daily life, and convolutional neural networks (CNNs) can apply complex treatments to images at high speeds. At U... Ler mais

How Eidos-Montréal created Grid Sensors to improve observations for training agents

+2 novembro 20, 20202

Within Eidos Labs, several projects use machine learning. The Automated Game Testing project tackles the problem of testing the functionality of expansive AAA games by mo... Ler mais

Robotics simulation in Unity is as easy as 1, 2, 3!

+4 novembro 19, 20207

Robot development workflows rely on simulation for testing and training, and we want to show you how roboticists can use Unity for robotics ... Ler mais

How Metric Validation can help you finetune your game

novembro 13, 20205

Over the past year, Unity Game Simulation has enabled developers to balance their games during development by running multiple playthroughs ... Ler mais

2020 AI@Unity interns shoutout

+6 novembro 11, 2020

Each summer, interns join AI@Unity to develop highly impactful technology that forwards our mission to empower Unity developers with Artific... Ler mais

Training a performant object detection ML model on synthetic data using Unity computer vision tools

+11 setembro 17, 20204

Supervised machine learning (ML) has revolutionized artificial intelligence and has led to the creation of numerous innovative products. How... Ler mais

The power of Unity in AI

+1 julho 24, 2020

Since 2018, Cross Compass has integrated Unity into the pipeline of several of its consulting services for the manufacturing field to train ... Ler mais

Scaling Kubernetes Jobs for Unity Simulation

+4 junho 17, 20202

Unity Simulation enables product developers, researchers, and engineers to smoothly and efficiently run thousands of instances of parameteri... Ler mais

Use Unity’s computer vision tools to generate and analyze synthetic data at scale to train your ML models

+4 junho 10, 20204

Synthetic data alleviates the challenge of acquiring labeled data needed to train machine learning models. In this post, the second in our b... Ler mais

Announcing ML-Agents Unity Package v1.0!

+4 maio 12, 202013

On September 17, 2017, the first version of Unity Machine Learning Agents Toolkit (ML-Agents) was released. The mission was simple – allow g... Ler mais

Exploring new ways to simulate the coronavirus spread

+5 maio 8, 20204

Computer simulation has been used for decades by researchers, engineers, problem solvers, and policy makers in many fields, including the st... Ler mais