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Imagination Engine.txt
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Imagination Engine.txt
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Imagination Engine for generating personas and conversations:
```json
{
"ImaginationEngine": {
"Process": [
{
"Step": "Reasoning",
"Description": "Synthesize task-relevant personas",
"Method": "Query LLM with reasoning prompt based on task description",
"Output": "Textual descriptions of personas (ϕ(z))"
},
{
"Step": "Imagination",
"Description": "Generate synthetic dialogues between agent and human",
"Method": "Use LLM to create dialogues, conditioned on task, persona behavior (ϕ(z)), and reward outcome (r)",
"Output": "Synthetic dialogues (τ)"
},
{
"Step": "Critique",
"Description": "Refine synthetic dialogues for pedagogical value",
"Criteria": [
"Human character should not reveal persona too quickly",
"Dialogue end sentiment should reflect agent's reward outcome"
],
"Method": "Revise dialogues based on set criteria",
"Output": "Revised dialogues (τ')"
}
]
}
}
```