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Artificial Intelligence By Example - Second Edition
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The answer is yes. Reinforcement learning is memoryless. The agent calculates the next state without looking into the past. This is significantly different from humans. Humans rely heavily on memory. A CPU-based reinforcement learning system finds solutions without experience. Human intelligence merely proves that intelligence can solve a problem. No more, no less. An adaptive thinker can then imagine new forms of machine intelligence.
It must be noted that exceptions exist in some cases, but the general rule is a memoryless system.
The answer is yes. In the particular Markov decision process model, the choices are random. In just two questions, you can see that the Bellman equation is memoryless and...