The Robot Times Blog

A curated selection of content and insights from the Brain Corp team

Machine Learning Presentation at NeurIPS 2018

close
Michael Garmulewicz, a machine learning engineer part of Brain Corp’s R&D team, presented at the 2018 NeurIPS conference on December 7th, 2018.

During the conference, Garmulewicz presented a poster at the Deep Reinforcement Learning Workshop, the largest workshop at the conference. His research paper, entitled Expert-augmented actor-critic for ViZDoom and Montezuma’s Revenge, proposed an algorithm which essentially combined imitation learning with reinforcement learning to produce consistently high scoring results in Montezuma's Revenge.

The Deep Reinforcement Learning Workshop brings together researchers working at the intersection of deep learning and reinforcement learning. 

An abstract for Garmulewicz’ work is available here, and the relevant poster can be found below.

NeurIPS_2018_Expert_poster

You may also like:

Robotics & AI

How Do You Know If Your Company Is Ready For AI?

Regardless of the size of the company or industry in which it operates, adding automation into a business environment ca...

Robotics & AI

How Robotics & IoT Help Sustain Triple Bottom Line

Sustainability in business has become a popular topic as companies increasingly recognize the need to have a firm grip o...

Robotics & AI

[WEBINAR] The Role of UX in Robotics and Artificial Intelligence

The latest wave of automation and robotics has led to increased apprehension around the questions of technology, humans ...