# Hybrid computer approach to train a machine learning system

arXiv: https://arxiv.org/abs/2103.07802 · HTML: https://mlsanity.com/paper/2103.07802/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 6 references that are in the map.
- First posted on arXiv 13 Mar 2021.

## Abstract (arXiv)

This book chapter describes a novel approach to training machine learning systems by means of a hybrid computer setup i.e. a digital computer tightly coupled with an analog computer. As an example a reinforcement learning system is trained to balance an inverted pendulum which is simulated on an analog computer, thus demonstrating a solution to the major challenge of adequately simulating the environment for reinforcement learning.