AI Agent

Language-Model-Assisted Bi-Level Programming for Reward Learning from Internet Videos

Harsh Mahesheka, Zhixian Xie, Zhaoran Wang, Wanxin Jin

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Improved Compositional Generalization by Generating Demonstrations for Meta-Learning

Sam Spilsbury, Pekka Marttinen, Alexander Ilin

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments EMNLP 2024

Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search

Amber Cassimon, Phil Reiter, Siegfried Mercelis, Kevin Mets

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Added IEEE Submission Notice

Meta-Learning from Learning Curves for Budget-Limited Algorithm Selection

Manh Hung Nguyen, Lisheng Sun-Hosoya, Isabelle Guyon

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Journal ref Pattern Recognition Letters, 2024, 185, pp.225-231

Web Retrieval Agents for Evidence-Based Misinformation Detection

Jacob-Junqi Tian, Hao Yu, Yury Orlovskiy, Tyler Vergho, Mauricio Rivera, Mayank Goel, Zachary Yang, Jean-Francois Godbout, Reihaneh Rabbany, Kellin Pelrine

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 1 main figure, 8 tables, 10 pages, 12 figures in Appendix, 7 tables in Appendix GitHub URL: https://github.com/ComplexData-MILA/webretrieval

Novel machine learning applications at the LHC

Javier M. Duarte

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments 10 pages, 10 figures, 42nd International Conference on High Energy Physics (ICHEP 2024)

LLM With Tools: A Survey

Zhuocheng Shen

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI

Comments 10 pages

LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching

Simranjit Singh, Michael Fore, Andreas Karatzas, Chaehong Lee, Yanan Jian, Longfei Shangguan, Fuxun Yu, Iraklis Anagnostopoulos, Dimitrios Stamoulis

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments ICECS 2024 Camera-Ready

Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language Input

Dimitrios Panagopoulos, Adolfo Perrusquia, Weisi Guo

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments Pre-print version of the accepted paper to appear in IEEE International Conference on Systems, Man and Cybernetics (SMC) 2024

Reinforcement Learning as an Improvement Heuristic for Real-World Production Scheduling

Arthur Müller, Lukas Vollenkemper

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments This paper was accepted at the ICMLA 2024

Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?

Josef Jon

专题命中 工具调用 ：planning(abstract)；分类 cs.CL

Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models

Yuanzhao Zhai, Tingkai Yang, Kele Xu, Feng Dawei, Cheng Yang, Bo Ding, Huaimin Wang

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Machine Learning and Constraint Programming for Efficient Healthcare Scheduling

Aymen Ben Said, Malek Mouhoub

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Simulation-based Scenario Generation for Robust Hybrid AI for Autonomy

Hambisa Keno, Nicholas J. Pioch, Christopher Guagliano, Timothy H. Chung

专题命中 工具调用 ：workflow(abstract)；分类 cs.AI

Comments 6 pages, 5 figures, 1 table

Towards Next-Generation Urban Decision Support Systems through AI-Powered Construction of Scientific Ontology using Large Language Models -- A Case in Optimizing Intermodal Freight Transportation

Jose Tupayachi, Haowen Xu, Olufemi A. Omitaomu, Mustafa Can Camur, Aliza Sharmin, Xueping Li

专题命中 工具调用 ：workflow(abstract)；分类 cs.AI

Journal ref Smart Cities, 2024, 7(5), 2392-2421

Rx Strategist: Prescription Verification using LLM Agents System

Phuc Phan Van, Dat Nguyen Minh, An Dinh Ngoc, Huy Phan Thanh

专题命中 工具调用 ：agentic(abstract)；分类 cs.CL

Comments 17 Pages, 6 Figures, Under Review

A Sequential Decision-Making Model for Perimeter Identification

Ayal Taitler

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Ancestral Reinforcement Learning: Unifying Zeroth-Order Optimization and Genetic Algorithms for Reinforcement Learning

So Nakashima, Tetsuya J. Kobayashi

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 16pages, 3 figures

ACE, a generic constraint solver

Christophe Lecoutre

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Robotic warehousing operations: a learn-then-optimize approach to large-scale neighborhood search

Cynthia Barnhart, Alexandre Jacquillat, Alexandria Schmid

专题命中 工具调用 ：autonomous agent(abstract)；分类 cs.LG

Hermes 3 Technical Report

Ryan Teknium, Jeffrey Quesnelle, Chen Guang

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

On the Identifiability of Sparse ICA without Assuming Non-Gaussianity

Ignavier Ng, Yujia Zheng, Xinshuai Dong, Kun Zhang

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments NeurIPS 2023

DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning

Davide Corradini, Zeno Montolli, Michele Pasqua, Mariano Ceccato

专题命中 工具调用 ：agent(abstract)；分类 cs.SE

Coverage measurement in model-based testing of web applications: Tool support and an industrial experience report

Vahid Garousi, Alper Buğra Keleş, Yunus Balaman, Alper Mermer, Zeynep Özdemir Güler

专题命中 工具调用 ：tool use(abstract)；分类 cs.SE

A Jailbroken GenAI Model Can Cause Substantial Harm: GenAI-powered Applications are Vulnerable to PromptWares

Stav Cohen, Ron Bitton, Ben Nassi

专题命中 工具调用 ：function calling(abstract)；分类 cs.AI

Comments Website, see https://sites.google.com/view/promptware

Improved Monte Carlo tree search formulation with multiple root nodes for discrete sizing optimization of truss structures

Fu-Yao Ko, Katsuyuki Suzuki, Kazuo Yonekura

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 34 pages, 24 figures, 16 tables

Autoverse: An Evolvable Game Language for Learning Robust Embodied Agents

Sam Earle, Julian Togelius

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 9 pages, 4 figures

A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments

Erfan Entezami, Mahsa Sahebdel, Dhawal Gupta

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework

Yiyang Zhao, Yunzhuo Liu, Bo Jiang, Tian Guo

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2307.04131

Learned Graph Rewriting with Equality Saturation: A New Paradigm in Relational Query Rewrite and Beyond

George-Octavian Bărbulescu, Taiyi Wang, Zak Singh, Eiko Yoneki

专题命中 工具调用 ：agent(abstract)；分类 cs.LG