World models

SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models

Exploration is a cornerstone of reinforcement learning (RL). Intrinsic motivation attempts to decouple exploration from external, task-based rewards. However, established approaches to intrinsic motivation that follow general principles such as …