Imagine a toddler learning to walk. They stand, wobble, fall, stand again, and with each try, they get a little bit better. That, in a nutshell, is Reinforcement Learning (RL). RL is an AI technique where a model learns to make decisions by trial and error, gradually improving over time.
Think of RL as your startup’s personal optimization guru. Whether you’re managing inventory, scheduling tasks, or figuring out the best way to allocate resources, RL can crunch the numbers, try out different strategies, and find the most efficient way forward.
It’s like a virtual game of ‘hot and cold’ – the AI gets feedback (reward or punishment) based on the actions it takes, nudging it towards the optimal solution. Over time, it learns to make better decisions, helping your startup become more efficient and competitive.