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fd0c71a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 | # Agents
The orchestration graph runs once per environment step:
```text
MedRec -> Evidence -> GraphSafety -> Dosing -> Candidate -> Supervisor -> Planner -> Critic -> Env -> Explainer
```
## Roles
- `MedRecAgent`: summarizes current regimen and medication burden.
- `EvidenceAgent`: retrieves local or web-fallback evidence when missing data is present.
- `GraphSafetyAgent`: scores high-risk drug pairs and duplicate/safety patterns.
- `DosingAgent`: identifies dose-sensitive cases and dose-hold opportunities.
- `CandidateAgent`: exposes legal candidate actions from the environment candidate builder.
- `SupervisorAgent`: routes the planner toward regimen optimization, dose optimization, or review mode.
- `PlannerAgent`: selects an action from candidates, optionally after contextual-bandit reranking.
- `CriticAgent`: vetoes illegal or unsafe actions and can force safer review fallbacks.
- `ExplainerAgent`: records grounded rationale for demo and audit.
## Coordination Modes
- `sequential_pipeline`
- `supervisor_routed`
- `replan_on_veto`
- `lightweight_debate`
Policy-stack ablations compare `bandit-only`, `llm-only`, and `llm+bandit`.
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