reinforcement learning

9月 212018

My first post on customer journey optimization set the scene by introducing the concept of marketing as a game to be won. The rules to this game are complex, some are known, and others can be learned. Above all, the game is built on a shifting landscape of customer, competitor [...]

Customer journey optimization – The brain was published on Customer Intelligence Blog.

9月 142018

In my previous post I wrote about the Atari video game, Breakout, and how an AI technique (reinforcement learning, or RL) outperformed a human player. I also drew an analogy between Breakout and customer journey optimization. In Breakout, the environment is what you see on the screen – the blocks, [...]

Reinforcement learning brings AI to customer journeys was published on Customer Intelligence Blog.

9月 102018

The customer journey is at the forefront of every discussion about modern marketing. The idea that customers move in premeditated or, at the very least, marketer-meditated paths between well-defined states is alluring (and comforting) to a marketing professional. Of course, even a cursory examination of a web path analytics (Sankey) [...]

AI-based customer journey optimization was published on Customer Intelligence Blog.