Using Large Language Models to Automate and Expedite Reinforcement
Learning with Reward Machine

Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine

11 February 2024

Shayan Meshkat Alsadat

Jean-Raphael Gaglione

Ufuk Topcu

Papers citing "Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine"

8 / 8 papers shown

Title
A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components Fatemeh Elhambakhsh Daniele Grandi Hyunwoong Ko AI4CE 27 0 0 02 May 2025
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation Mohammad Sadeq Abolhasani Rong Pan 54 0 0 30 Nov 2024
CUDLE: Learning Under Label Scarcity to Detect Cannabis Use in Uncontrolled Environments Reza Rahimi Azghan Nicholas C. Glodosky Ramesh Kumar Sah Carrie Cuttler Ryan McLaughlin M. Cleveland Hassan Ghasemzadeh 31 2 0 04 Oct 2024
LLMs as Probabilistic Minimally Adequate Teachers for DFA Learning Lekai Chen Ashutosh Trivedi Alvaro Velasquez 29 2 0 06 Aug 2024
A Declarative Query Language for Scientific Machine Learning Hasan M Jamil 49 2 0 25 May 2024
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang Seonghyeon Ye Minjoon Seo ELM LRM 95 64 0 26 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 398 8,559 0 28 Jan 2022