Can I read HIPO: Instruction Hierarchy Via Constrained Reinforcement Learning on EtoBox?

HIPO: Instruction Hierarchy Via Constrained Reinforcement Learning by gourharighosh45 is a document available to read on EtoBox.

What is HIPO: Instruction Hierarchy Via Constrained Reinforcement Learning about?

The document introduces HIPO, a novel framework for Hierarchical Instruction Following (HIF) that formulates the problem as a Constrained Markov Decision Process (CMDP). HIPO enhances system prompt compliance and user utility by treating system compliance as an explicit constraint while optimizing user prompt utility. Extensive evaluations demonstrate that HIPO significantly improves performance across various large language model architectures.

Author

gourharighosh45

Language

EN