Your question is Specialized ML Techniques in Non-Standard Domains. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How have you applied specialized techniques (e.g., reinforcement learning, dynamic programming) to non-standard domain problems?
Describe one practical problem you solved, why a specialized technique was appropriate, how you represented the state, actions, rewards, or transitions, and how you evaluated the result. Include production-quality Python code that demonstrates the central algorithm or a reproducible implementation from your example.