World Models with Hints of Large Language Models for Goal Achieving

Zeyuan Liu, Ziyu Huan, Xiyao Wang +5

Reinforcement learning struggles in the face of long-horizon tasks and sparse goals due to the difficulty in manual reward specification. While existing methods address this by add…