Practical Insights into RL for Real Systems

State-of-the-art RL methods have demonstrated their ability to solve difficult problems in video games and NLP, suggesting they can tackle real-world systems like supply chains, power grids, nuclear fusion reactors, and autonomous robots.

Unlike previous workshops on deploying RL in the real world, this workshop provides a space for RL practitioners to discuss their experiences and offer practical insights into RL implementation, addressing questions like: When should we use RL? What evaluation methodology should be used? How to ensure compliance with application requirements? How to communicate with domain experts?