Machine Learning

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Unity ML-Agents Toolkit v0.8: Faster training on real games

+3 April 15, 20194

Today, we are releasing a new update to the Unity ML-Agents Toolkit that enables faster training by launching multiple Unity simulations running on a single machine. This upgrade will enable game developers to create character behaviors by significantly speeding up training of De... Read more

Today, we are releasing a new update to the Unity ML-Agents Toolkit that enables faster training by launching multiple Unity simulations running on a single machine. This upgrade will enable game developers to create character behaviors by significantly speeding up training of De... Read more

Unity ML-Agents Toolkit v0.7: A leap towards cross-platform inference

+1 March 1, 201910

Today, we're making a major upgrade to the Unity ML-Agents Toolkit to leverage the Unity Inference Engine, a new library that enables cross-platform inference. This upgra... Read more

The Obstacle Tower Challenge is live!

February 18, 20195

Three weeks ago we announced the release of the Obstacle Tower Environment, a new benchmark for Artificial Intelligence (AI) research built using our ML-Agents toolkit. O... Read more

Obstacle Tower Challenge: Test the limits of intelligence systems

January 28, 201914

Today we are announcing the upcoming launch of the Obstacle Tower Challenge: a first-of-its-kind artificial intelligence challenge designed to test the capabilities of in... Read more

Fostering AI Research: Meet us at AAAI-19

Last month, several members from the AI @ Unity team were present at NeurIPS in Montreal. At the Unity booth, we had the opportunity to meet... Read more

+1 January 18, 20192

ML-Agents Toolkit v0.6: Improved usability of Brains and Imitation Learning

We’ve added a two new enhancements in the Unity ML-Agents Toolkit v0.6 based on your feedback! The first enhancement improves the usability ... Read more

December 17, 20184

Introducing Unity’s Guiding Principles for Ethical AI

At Unity, we fundamentally believe the world is a better place with more creators in it. It’s our mission every day to democratize developme... Read more

November 28, 20185

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

Building a game is a creative process that involves many challenging steps including defining the game concept and logic, building assets an... Read more

+1 October 2, 201810

Unity and DeepMind partner to advance AI research

Today we are announcing our collaboration with DeepMind, a world leader in artificial intelligence research. The partnership will enable Dee... Read more

September 26, 20184

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

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

+1 September 11, 20187

Solving sparse-reward tasks with Curiosity

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

June 26, 201817

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... Read more

June 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... Read more

May 24, 201814