When Should You Use Reinforcement Learning Instead of Rules?
Reinforcement learning is attractive for problems involving repeated decisions, changing environments, and limited resources. But a complicated decision problem is not automatically an RL problem. While working on hospital resource allocation, I kept coming back to a simpler question: What would ju…
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- 2026-09-23 06:26 · DEV Community — Machine Learning
When Should You Use Reinforcement Learning Instead of Rules?