What is the role of feedback in reinforcement learning?
An example of an AI chatbot conversation about the importance of feedback in reinforcement learning.
What is the role of feedback in reinforcement learning?
Feedback is crucial in reinforcement learning as it helps the agent understand the consequences of its actions.
Can you explain how feedback influences the learning process?
Sure! Feedback provides the agent with rewards or penalties, guiding it to improve its decision-making over time.
What types of feedback are commonly used?
Common types include positive feedback for desired actions and negative feedback for undesired actions, shaping behavior.
How does feedback affect the exploration-exploitation balance?
Feedback helps the agent to balance exploration of new actions and exploitation of known rewarding actions.
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