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:

Robotic Floor Care Robotics & AI

Pragmatic Robotics: How Will Robots Really Influence The Workplace?

The robots are coming — rolling into our world on a road paved with pragmatism.

Robotics & AI

Changing the Way We Work: Connecting People with Robotics

The field of commercial robotics is experiencing a gentle, yet rapid evolution as smart machines are increasingly deploy...

Robotic Floor Care Robotics & AI AI Artificial Intelligence

Brain Corp Creates New BrainOS To Scale Robotics Across Industries

Being a leader in software means working with the industry's best-in-class hardware providers. Brain Corp collaborated c...