What are some real-world examples of reinforcement learning?

What are some real-world examples of reinforcement learning?

Reinforcement learning is used in various fields. For instance, it's applied in robotics for training robots to perform tasks.

Can you give me more specific examples?

Sure! One example is AlphaGo, which learned to play Go at a superhuman level. Another is self-driving cars, which use RL to navigate.

How does reinforcement learning differ from supervised learning?

In reinforcement learning, agents learn by interacting with the environment and receiving feedback, while supervised learning relies on labeled data.

What are the challenges in implementing reinforcement learning?

Some challenges include the need for a large amount of data, the complexity of environments, and ensuring stability during training.