Câu 11: RAI: Risk and Artificial Intelligence

An AI agent is trained to provide an optimal flying route in a complex outdoor environment where lighting, terrain, and wind conditions change constantly. Which of the following statements would best support the team’s decision to transition from a simple reinforcement learning approach to a model-free deep reinforcement learning approach?

1. A. Simple reinforcement learning approach has limited efficiency in dynamic environmental conditions. — đáp án hiện tại
2. B. Simple reinforcement learning approach constantly selects one action over others based on greedy strategy.
3. C. Simple reinforcement learning approach updates reward only when the agent completes a round of testing.
4. D. Simple reinforcement learning approach takes longer to converge during training.