From the moment we introduced it last September, the developer community has wholeheartedly embraced the ML-Agents Toolkit beta. We’ve seen... Подробнее
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 ability to train agents with an additional curiosity-based intrinsic reward. Since there is a lot to unpack in this feature, I wanted to write... Подробнее
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 additional curiosity-based intrinsic reward. Since there is a lot to unpack in this feature, I wanted to write... 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 everyone will enjoy. It includes... Подробнее
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 on games, simulations, academ... Подробнее
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, and many of the major features ... Подробнее
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
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
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
Our two previous blog entries implied that there is a role games can play in driving the development of Reinforcement Learning algorithms. A... Подробнее
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
One of Unity Labs’ missions is identifying and supporting cutting edge research. For 2017, we have identified a slate of research topics we ... Подробнее
Who are these blog entries for? It is our objective to inform Unity Game Developers about the power of AI and ML approaches in game develop... Подробнее