AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

3 papers

PreprintDROPS (Schloss Dagstuhl – Leibniz Center for Informatics)2023

Knowledge Engineering Using Large Language Models

Freitas, Tiago Carvalho, Costa Neto, Alvaro, Pereira, Maria João Varanda, et al.

This paper outlines the potential role of LLMs in knowledge engineering, proposing hybrid neuro-symbolic systems and natural language knowledge engineering.

269Jan 1, 2023Large Language Models

Preprint2024

Learning for long-horizon planning via neuro-symbolic abductive imitation

Jiejing Shao, Haoran Hao, Xiaowen Yang, et al.

This paper introduces a neuro-symbolic abductive imitation learning framework for long-horizon planning.

0Nov 1, 2024Reasoning

arXiv

Preprint2026

A comprehensive survey of agents for computer use: Foundations, challenges, and future directions

Unknown

This survey explores the foundations, challenges, and future directions of neuro-symbolic methods integrated with agentic foundation models for computer use agents.

0Jan 1, 2026