What are Deliberative Agents?
Conversely, deliberate agents are sentient entities with an internal state that can reason about their choices in response to information, objectives, and beliefs. Based on their observations and behaviours, these agents update their internal model of the environment.
Deliberative agents possess the capacity to strategize, weigh options, and make choices depending on their understanding and the expected outcomes of their choices. They possess the ability to think through their objectives, come up with plans of action to reach those objectives and choose the optimal course of action based on their internal decision-making process.
When deciding what to do, deliberate agents often use strategies from disciplines like decision theory, reasoning, and planning. They may investigate many options and choose the best course of action depending on their objectives and the condition of the environment at the time by using search algorithms, heuristics, and knowledge-based systems.
Examples: Deliberative agents include intelligent personal assistants, self-driving cars, and decision-support systems that possess the ability to analyze intricate scenarios, take into account many aspects, and arrive at well-informed conclusions.
Reactive vs Deliberative AI Agents
Reactive and deliberative agents represent two distinct paradigms within the field of Artificial Intelligence (AI), each offering unique approaches to decision-making and problem-solving. Let’s explore the key differences between reactive and deliberative agents
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