What are the latest optimization techniques in AI?

What are the latest optimization techniques in AI?

Some of the latest optimization techniques include gradient descent variants, evolutionary algorithms, and reinforcement learning.

Can you explain how reinforcement learning works?

Reinforcement learning involves training an agent to make decisions by rewarding desired actions and penalizing undesired ones.

What are the benefits of using evolutionary algorithms?

Evolutionary algorithms are beneficial for solving complex optimization problems, as they can explore a wide solution space and adapt over time.

How do these techniques compare to traditional optimization methods?

Unlike traditional methods, these techniques can handle non-linear, high-dimensional problems and adapt to changing environments.