NL2LTL–a python package for converting natural language (NL) instructions to linear temporal logic (LTL) formulas

F Fuggitti, T Chakraborti - Proceedings of the AAAI Conference on …, 2023 - ojs.aaai.org
This is a demonstration of our newly released Python package NL2LTL which leverages the
latest in natural language understanding (NLU) and large language models (LLMs) to …

Towards large language model-based personal agents in the enterprise: Current trends and open problems

V Muthusamy, Y Rizk, K Kate… - Findings of the …, 2023 - aclanthology.org
There is an emerging trend to use large language models (LLMs) to reason about complex
goals and orchestrate a set of pluggable tools or APIs to accomplish a goal. This …

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction

T Chakraborti, J Kang, F Fuggitti, M Katz… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
We present Lemming–a visualization tool for the interactive selection of plans for a given
problem, allowing the user to efficiently whittle down the set of plans and select their plan (s) …

Knowledge Synthesis using Large Language Models for a Computational Biology Workflow Ecosystem

H Jamil, S Krawetz, A Gow - Proceedings of the 39th ACM/SIGAPP …, 2024 - dl.acm.org
An understanding of the molecular basis of musculoskeletal pain is necessary for the
development of therapeutics, their management, and possible personalization. One-in-three …

Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows

P Agarwal, H Dave, J Bandlamudi… - Proceedings of the …, 2024 - ojs.aaai.org
Traditional business processes such as loan processing, order processing, or procurement
have a series of steps that are pre-defined at design and executed by enterprise systems …

[HTML][HTML] A tool for declarative Trace Alignment via automated planning

G De Giacomo, F Fuggitti, FM Maggi, A Marrella… - Software Impacts, 2023 - Elsevier
We present a tool, called TraceAligner, for solving Trace Alignment by first compiling into
Planning and then solving it with any available cost-optimal planner. TraceAligner can …

Efficient Techniques for Automated Planning for Goals in Linear Temporal Logics on Finite Traces

F Fuggitti - 2023 - yorkspace.library.yorku.ca
One of the greatest challenges of the modern era is to empower AI systems with the ability to
deliberate and act autonomously while mitigating the risks that arise from granting such …

Exploring the Integration of Agent-Based Modelling, Process Mining, and Business Process Management through a Text Analytics–Based Literature Review

F Bukhsh, R Govers, R Bemthuis, M Iacob - 2024 - academic.oup.com
Agent-based modelling and business process management are two interrelated yet distinct
concepts. To explore the relationship between these two fields, we conducted a systematic …

[PDF][PDF] Robotic Process Automation for the Gaming Industry.

C Paduraru, AN Staicu, A Stefanescu - ICSOFT, 2023 - scitepress.org
Robotic Process Automation has recently been used in many fields to automate business-
oriented processes. Industries such as finance, transportation, and retail report significant …

Machine learning-based performance analytics for high-performance computing systems

B Aksar - 2024 - search.proquest.com
High-performance Computing (HPC) systems play pivotal roles in societal and scientific
advancements, executing up to quintillions (10 18) of calculations every second. As we shift …