Unreliable Multi-Armed Bandits: A Novel Approach to Recommendation Systems

Aditya Narayan Ravi, Pranav Poduval, Sharayu Moharir

We use a novel modification of Multi-Armed Bandits to create a new model for recommendation systems. We model the recommendation system as a bandit seeking to maximize reward by pu…