Semantic Exploration from Language Abstractions and Pretrained Representations

Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen +6

Effective exploration is a challenge in reinforcement learning (RL). Novelty-based exploration methods can suffer in high-dimensional state spaces, such as continuous partially-obs…