[TOC]
- Title: Plansformer – Tool Demonstrating Generation of Symbolic Plans Using Transformers
- Author: Vishal Pallagani et. al.
- Publish Year: IJCAI-23
- Review Date: Sat, Sep 16, 2023
- url: https://www.ijcai.org/proceedings/2023/0839.pdf
Summary of paper
Motivation
- making a bridge between planning in LLM and planning in traditional automatic planner
Design of Plansformer
- in the evaluation phase, planner testing helps to validate the plan (both the syntax validation and plan optimality validation), model testing helps to force a linguistic consistency (in this case it supervise the semantics).
Function of this Plansformer
- The Plansformer operates as an AI planner designed for plan generation, not for creating PDDLs from natural language descriptions.
