Causal Reward World Models: Zero-shot Reward Design for Automated Skill Generation

Yang Yang, Yuchuang Tong, Zhengtao Zhang +6

Automated Reward Design (ARD) aims to replace manual reward engineering in reinforcement learning with language-driven reward function synthesis. However, existing approaches based…