Posts by Arthur Juliani

Accelerating ML Research: Meet us at NeurIPS 2019

+2 November 29, 20191

In a few short weeks, Unity will be heading to NeurIPS in Vancouver (December 8–14). We’re sponsoring the main conference and the Women in M... Read more

Announcing the Obstacle Tower Challenge winners and open source release

+1 August 7, 20199

After six months of competition (and a few last-minute submissions), we are happy to announce the conclusion and winners of the Obstacle Tow... Read more

Obstacle Tower Challenge Round 2 begins today

+1 May 15, 20192

In February, we launched the first round of the Obstacle Tower Challenge. Since the closing of the round, we have received 2000+ entries fro... 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 ... Read more

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

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 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

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