Imagine a game where an AI-controlled character can either gather resources or fight enemies. If the AI consistently chooses actions that provide immediate rewards without considering long-term strategy, which component of the Actor-Critic model might need adjustment?
- Actor
- Critic
- Policy
- Value Function
The "Critic" component in the Actor-Critic model is responsible for evaluating the long-term consequences of actions. If the AI focuses solely on immediate rewards, the Critic needs adjustment to consider the long-term strategy's value.
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