Machine Learning

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

+1 September 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 se... Read more

Solving sparse-reward tasks with Curiosity

June 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 abili... Read more

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

June 19, 201815

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... Read more

Imitation Learning in Unity: The Workflow

May 24, 201814

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... Read more

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

March 15, 20189

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... Read more

Introducing the winners of the first ML-Agents challenge

February 28, 20182

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

Designing safer cities through simulations

January 23, 20188

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 ... Read more

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

December 11, 201711

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 ... Read more

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

December 8, 20179

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... Read more

Introducing: Unity Machine Learning Agents Toolkit

September 19, 201772

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

Unity AI – Reinforcement Learning with Q-Learning

August 22, 201715

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... Read more

Introducing Unity Labs’ New Global Research Fellowship Program

June 27, 201712

One of Unity Labs’ missions is identifying and supporting cutting edge research. For 2017, we have identified a slate of research topics we ... Read more

Unity AI-themed Blog Entries

June 26, 201722

Welcome to the first of Unity’s new AI-themed blog entries! We have set up this space as a place to share and discuss the work Unity is doin... Read more