Active Inference, The Learn Arc — Part 20: Session §3.2 — Epistemic vs Pragmatic Value
📰 Dev.to AI
Learn to distinguish between epistemic and pragmatic value in Active Inference, a crucial concept in AI and ML
Action Steps
- Read the article to understand the concept of epistemic value in Active Inference
- Apply the distinction between epistemic and pragmatic value to your own AI models
- Configure your models to balance epistemic and pragmatic value for better decision-making
- Test the performance of your models using different value functions
- Compare the results of your models with and without epistemic value consideration
Who Needs to Know This
AI researchers and engineers working on Active Inference models will benefit from understanding the difference between epistemic and pragmatic value, as it can improve their model's performance and decision-making
Key Insight
💡 Epistemic value is about knowledge gain, while pragmatic value is about achieving goals, and balancing both is key to effective decision-making
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Understand epistemic vs pragmatic value in Active Inference to improve your AI models' performance #ActiveInference #AI #ML
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