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cs.AI2023
A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents
Sukai Huang, Nir Lipovetzky, Trevor Cohn
Teaching agents to follow complex written instructions has been an important yet elusive goal. One technique for enhancing learning efficiency is language reward shaping (LRS). Wit…
cs.CL2023★ 3 cited
The Next Chapter: A Study of Large Language Models in Storytelling
Zhuohan Xie, Trevor Cohn, Jey Han Lau
To enhance the quality of generated stories, recent story generation models have been investigating the utilization of higher-level attributes like plots or commonsense knowledge.…