Dominic Rigby

Reinforcement Learning with Docker

Date: 8th July 2025

[Blog link]](https://medium.com/@t.j.titcombe/reinforcement-learning-with-docker-789aa556504b)

Key Points

• Docker containers: light weight virtual machines
• Allow us to spin up containers in a standardised way
• Use case:
  1. Standardised identical environments
  2. Hyperparameters searches
  3. Multi-agent or distributed RL
  4. Working with advanced simulations like Gazebo