Modeling Medicine-Reminder Agents under Partial Observability
Senior_Disaster_7307 · reddit · 2026-08-26
Discussion on designing an AI agent for medicine reminders that must decide to remind, wait, or notify a caregiver under partial observability.
Key Questions:
- Is a POMDP / belief-state RL approach overkill or the right formalization?
- Simpler alternatives: Contextual bandits, MDP with engineered features, rule-based systems.
- Practical pitfalls: Reward design, alert fatigue, evaluation metrics.
- Resources for moving from theory to a working prototype.
Seeking papers, open-source projects, and advice on medication adherence systems.
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