Materials for Telecom ParisTech AI and e-commerce course (IA316) in 2020.
We look at recommender system using an Agent-Environment perspective originating from Reinforcement Learning.
We implement contextual bandit approaches and deep recommender systems.
- Implement an environment that illustrate the main caracteristics of a website (or an app) and it's users interractions.
- Implement different agents to maximize long term reward on this environment.