What are the different types of reinforcement learning?

What are the different types of reinforcement learning?

Reinforcement learning can be categorized mainly into three types: model-based, model-free, and deep reinforcement learning.

Can you explain model-free reinforcement learning?

Sure! Model-free reinforcement learning doesn't rely on a model of the environment. It learns directly from interactions.

What about deep reinforcement learning?

Deep reinforcement learning combines neural networks with reinforcement learning principles, enabling complex decision-making.

What are some applications of reinforcement learning?

Applications include robotics, game playing, recommendation systems, and autonomous vehicles.