The Key to How Reinforcement Learning Really Works

Reinforcement learning explores failed approaches as a way of trying to find ones that work better than its current policy. If you just always follow your best policy, then you get stuck in a rut and you can't improve. As the organization becomes more mature, it solidifies processes around all those things and becomes less tolerant to exploration. The inclination of humans to shy away from creativity is baked into who we are.