Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft

Hao Li, Xue Yang, Zhaokai Wang +7

Many reinforcement learning environments (e.g., Minecraft) provide only sparse rewards that indicate task completion or failure with binary values. The challenge in exploration eff…