Ngoc La

PDDL-Instruct: Enhancing Symbolic Planning Capabilities in LLMs through Logical Chain-of-Thought Instruction Tuning

Authors: Pulkit Verma, Ngoc La, Anthony Favier, Swaroop Mishra , and Julie Shah

In ICAPS 2025 Workshop on Planning in the Era of LLMs, 2025

Paper (To appear)

A Collaborative Numeric Task Planning Framework based on Constraint Translations using LLMs

Authors: Anthony Favier, Ngoc La, Pulkit Verma , and Julie A. Shah

In ICAPS 2025 Workshop on Human Aware and Exlainable Planning, 2025

Also in ICAPS 2025 Workshop on Planning in the Era of LLMs, 2025

Paper

An LLM-powered Collaborative Task Planning Framework

Authors: Anthony Favier, Ngoc La, Pulkit Verma, and Julie Shah

ICAPS 2025 System Demonstrations Track

Paper

HDDLGym

HDDLGym: A Tool for Studying Multi-Agent Hierarchical Problems Defined in HDDL with OpenAI Gym

Authors: Ngoc La, Ruaridh Mon-Williams, and Julie Shah

ICAPS 2025

Paper | Github Code

LLM-powered HDDL-GUI: A Tool to Understand, Visualize, and Manage Hierarchical Strategies in HDDL Domains

Authors: Ngoc La

Demo Video | Github Code

Leveraging LLMs for Collaborative Human-AI Decision Making

Authors: Anthony Favier, Pulkit Verma, Ngoc La , and Julie A. Shah

In Proceedings of the AAAI 2025 Spring Symposium on Current and Future Varieties of Human-AI Collaboration, 2025

Paper