Persona Vectors in Games: Measuring and Steering Strategies via Activation Vectors
#persona vectors #activation vectors #game strategies #AI behavior #adaptive design #gaming AI #steering strategies
📌 Key Takeaways
- Persona vectors measure and steer game strategies using activation vectors.
- The technique allows for dynamic adjustment of AI behavior in gameplay.
- It provides a method to quantify strategic approaches in gaming AI.
- Research demonstrates potential for enhancing adaptive game design.
📖 Full Retelling
arXiv:2603.21398v1 Announce Type: new
Abstract: Large language models (LLMs) are increasingly deployed as autonomous decision-makers in strategic settings, yet we have limited tools for understanding their high-level behavioral traits. We use activation steering methods in game-theoretic settings, constructing persona vectors for altruism, forgiveness, and expectations of others by contrastive activation addition. Evaluating on canonical games, we find that activation steering systematically sh
🏷️ Themes
AI Gaming, Strategy Measurement
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Original Source
arXiv:2603.21398v1 Announce Type: new
Abstract: Large language models (LLMs) are increasingly deployed as autonomous decision-makers in strategic settings, yet we have limited tools for understanding their high-level behavioral traits. We use activation steering methods in game-theoretic settings, constructing persona vectors for altruism, forgiveness, and expectations of others by contrastive activation addition. Evaluating on canonical games, we find that activation steering systematically sh
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