What is intrinsic motivation in reinforcement learning?

Can you explain what intrinsic motivation means in the context of reinforcement learning?

Intrinsic motivation in reinforcement learning refers to the drive to perform an action for its own sake, rather than for external rewards.

How does intrinsic motivation differ from extrinsic motivation?

Intrinsic motivation is driven by internal rewards, like satisfaction or curiosity, while extrinsic motivation relies on external rewards, like money or praise.

Can you give an example of intrinsic motivation in a reinforcement learning scenario?

Sure! An agent exploring a maze might be intrinsically motivated to find the exit simply for the joy of discovery, rather than for a reward.

Why is intrinsic motivation important in training AI models?

Intrinsic motivation can lead to more robust learning, as it encourages exploration and creativity, helping models to adapt better to complex environments.