Experiments and Results: Evaluating AI Agent Performance
To validate AI Ville’s autonomous AI systems, extensive experiments and tests are conducted to measure adaptability, learning efficiency, and player impact.
NPC Adaptability and Learning Rate
AI characters are tested on how well they recall past events and adjust their behavior accordingly.
Example:
AI agents are placed in a changing market simulation to test their ability to dynamically adjust pricing strategies.
Player Engagement Analysis
AI-driven analytics track:
How often players interact with NPCs.
Which AI-generated quests players prefer.
How NPC personalities impact long-term engagement.
Economic System Balancing
Simulations measure how AI-driven economies react to inflation, market crashes, and trade booms.
AI agents are stress-tested to prevent economic exploitation.
Realism of AI-Generated Dialogue and Events
AI-generated natural language dialogues are tested to ensure:
Logical continuity in conversations.
Realistic personality consistency.
Adaptive tone shifts based on player interactions.
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