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Puppo, The Corgi: Cuteness Overload with the Unity ML-Agents Toolkit

+1 Октябрь 2, 201810

Building a game is a creative process that involves many challenging steps including defining the game concept and logic, building assets and animations, specifying NPC behaviors, tuning difficulty and balance and, finally, testing the game with real players before launch. We bel... Подробнее

Building a game is a creative process that involves many challenging steps including defining the game concept and logic, building assets and animations, specifying NPC behaviors, tuning difficulty and balance and, finally, testing the game with real players before launch. We bel... Подробнее

Unity and DeepMind partner to advance AI research

Сентябрь 26, 20184

Today we are announcing our collaboration with DeepMind, a world leader in artificial intelligence research. The partnership will enable DeepMind to develop virtual envir... Подробнее

ML-Agents Toolkit v0.5, new resources for AI researchers available now

+1 Сентябрь 11, 20187

We are committed to working to help make Unity the go-to platform for Artificial Intelligence (AI) research. In the past few weeks, we’ve seen research groups taking noti... Подробнее

Solving sparse-reward tasks with Curiosity

Июнь 26, 201817

We just released the new version of ML-Agents toolkit (v0.4), and one of the new features we are excited to share with everyone is the ability to train agents with an add... Подробнее

Unity ML-Agents Toolkit v0.4 and Udacity Deep Reinforcement Learning Nanodegree

We are happy to announce the release of the latest version of ML-Agents Toolkit: v0.4. It contains a number of features, which we hope every... Подробнее

Июнь 19, 201815

Imitation Learning in Unity: The Workflow

With the release of ML-Agents toolkit v0.3 Beta, there are lots of new ways to use Machine Learning in your projects. Whether you’re working... Подробнее

Май 24, 201814

ML-Agents Toolkit v0.3 Beta released: Imitation Learning, feedback-driven features, and more

We are happy to announce that the ML-Agents team is releasing the latest version of our toolkit, v0.3. This is our biggest release yet, a... Подробнее

Март 15, 20189

Introducing the winners of the first ML-Agents challenge

From the moment we introduced it last September, the developer community has wholeheartedly embraced the ML-Agents Toolkit beta.  We’ve seen... Подробнее

Февраль 28, 20182

Designing safer cities through simulations

Every year 1.25 million people are killed in traffic accidents. In 2016, road crashes resulted in 40,000 deaths and 4.6 million injuries in ... Подробнее

Январь 23, 20188

Using Machine Learning Agents Toolkit in a real game: a beginner’s guide

My name is Alessia Nigretti and I am a Technical Evangelist for Unity. My job is to introduce Unity’s new features to developers. My fellow ... Подробнее

Декабрь 11, 201711

Introducing ML-Agents Toolkit v0.2: Curriculum Learning, new environments, and more

The Machine Learning team at Unity is happy to announce the release of a new version of Unity Machine Learning Agents Toolkit – v0.2 Beta! W... Подробнее

Декабрь 8, 20179

Introducing: Unity Machine Learning Agents Toolkit

Our two previous blog entries implied that there is a role games can play in driving the development of Reinforcement Learning algorithms. A... Подробнее

Сентябрь 19, 201772

Unity AI — Reinforcement Learning with Q-Learning

Welcome to the second entry in the Unity AI Blog series! For this post, I want to pick up where we left off last time, and talk about how to... Подробнее

Август 22, 201715