Deep Learning with Yacine on MSN

How to Structure Machine Learning Projects for Production

Learn best practices for structuring machine learning projects to ensure smooth deployment and maintainable code. This guide ...
IEEE

Safety Filtering While Training: Improving the Performance and Sample Efficiency of Reinforcement Learning Agents

Abstract: Reinforcement learning (RL) controllers are flexible and performant but rarely guarantee safety. Safety filters impart hard safety guarantees to RL controllers while maintaining flexibility.