In-context Exploration-Exploitation for Reinforcement Learning - Spotify Research

A groundbreaking approach called in-context exploration-exploitation (ICEE) is presented in this post, which allows for real-time adaptation to users' preferences through neural network inference. ICEE is able to perform Bayesian belief updates without the need for explicit Bayesian inference and can solve new RL tasks within a few episodes.