Deterministic vs Probabilistic vs Reinforcement Learning Approaches in AI
In artificial intelligence (AI), different modeling techniques are used depending on the nature of the system—whether it's deterministic, probabilistic, or involves learning from experience. State machines, Markov models, and reinforcement learning each have unique strengths and are suited for specific types of problems. Here’s a comparison of their key values,…