AI Agent

Rademacher Complexity of Neural ODEs via Chen-Fliess Series

Joshua Hanson, Maxim Raginsky

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

Comments 12 pages; final version to appear in L4DC 2024

Stable Inverse Reinforcement Learning: Policies from Control Lyapunov Landscapes

Samuel Tesfazgi, Leonhard Sprandl, Armin Lederer, Sandra Hirche

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose Prediction

Yi Lin, Yanfei Liu, Hao Chen, Xin Yang, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng

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

"Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time

Scott Rome, Tianwen Chen, Raphael Tang, Luwei Zhou, Ferhan Ture

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Consolidating LAMA with Best-First Width Search

Augusto B. Corrêa, Jendrik Seipp

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

Philosophical Specification of Empathetic Ethical Artificial Intelligence

Michael Timothy Bennett, Yoshihiro Maruyama

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments To appear in IEEE Transactions in Cognitive and Developmental Systems

Journal ref IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 2, pp. 292-300, June 2022

Learning to Beat ByteRL: Exploitability of Collectible Card Game Agents

Radovan Haluska, Martin Schmid

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Interpretable Clustering with the Distinguishability Criterion

Ali Turfah, Xiaoquan Wen

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

From Language Models to Practical Self-Improving Computer Agents

Alex Sheng

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

HSVI-based Online Minimax Strategies for Partially Observable Stochastic Games with Neural Perception Mechanisms

Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 12 pages, 2 figures

Efficient Parking Search using Shared Fleet Data

Niklas Strauß, Lukas Rottkamp, Sebatian Schmoll, Matthias Schubert

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments Long Version; published at 2021 22nd IEEE International Conference on Mobile Data Management (MDM)

Journal ref 2021 22nd IEEE International Conference on Mobile Data Management (MDM)

Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models

Alec Edwards, Andrea Peruffo, Alessandro Abate

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

Comments HSCC 2024 Tool Paper

The Shutdown Problem: An AI Engineering Puzzle for Decision Theorists

Elliott Thornley

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Zero-shot Imitation Policy via Search in Demonstration Dataset

Federco Malato, Florian Leopold, Andrew Melnik, Ville Hautamaki

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Online Continuous Hyperparameter Optimization for Generalized Linear Contextual Bandits

Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Published in Transactions on Machine Learning Research (TMLR)

GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning

Hanrui Wang, Kuan Wang, Jiacheng Yang, Linxiao Shen, Nan Sun, Hae-Seung Lee, Song Han

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted to the 57th Design Automation Conference (DAC 2020); 6 pages, 8 figures

Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies

Benjamin Kraske, Zakariya Laouar, Zachary Sunberg

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 5 pages, 1 figure

RetroBridge: Modeling Retrosynthesis with Markov Bridges

Ilia Igashov, Arne Schneuing, Marwin Segler, Michael Bronstein, Bruno Correia

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

Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming

Younes Lakhnati, Max Pascher, Jens Gerken

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

Comments Frontiers in Robotics and AI, Variable Autonomy for Human-Robot Teaming

Journal ref Front. Robot. AI 11:1347538 2024

Community Needs and Assets: A Computational Analysis of Community Conversations

Md Towhidul Absar Chowdhury, Naveen Sharma, Ashiqur R. KhudaBukhsh

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

SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models

Shicheng Liu, Jialiang Xu, Wesley Tjangnaka, Sina J. Semnani, Chen Jie Yu, Monica S. Lam

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Evolving machine learning workflows through interactive AutoML

Rafael Barbudo, Aurora Ramírez, José Raúl Romero

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

Comments 40 pages, 5 figures, 3 tables. Paper submitted to journal. Under review

ClickSAM: Fine-tuning Segment Anything Model using click prompts for ultrasound image segmentation

Aimee Guo, Grace Fei, Hemanth Pasupuleti, Jing Wang

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

Comments 5 pages, 2 figures, SPIE Medical Imaging Conference 2024. Project page: https://sites.google.com/view/clicksam/home

Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-terminal Coding Sequences

Zhanglu Yan, Weiran Chu, Yuhua Sheng, Kaiwen Tang, Shida Wang, Yanfeng Liu, Weng-Fai Wong

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

SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search

Halima Bouzidi, Smail Niar, Hamza Ouarnoughi, El-Ghazali Talbi

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 13 pages, 9 figures

Introduction to dynamical mean-field theory of randomly connected neural networks with bidirectionally correlated couplings

Wenxuan Zou, Haiping Huang

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

Comments 27 pages, 5 figures, 44 references, revised version for SciPost Physics Lecture Notes

Journal ref SciPost Phys. Lect. Notes 79 (2024)

Supporting Experts with a Multimodal Machine-Learning-Based Tool for Human Behavior Analysis of Conversational Videos

Riku Arakawa, Kiyosu Maeda, Hiromu Yakura

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

Regret Analysis of Repeated Delegated Choice

MohammadTaghi Hajiaghayi, Mohammad Mahdavi, Keivan Rezaei, Suho Shin

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

On the Transit Obfuscation Problem

Hideaki Takahashi, Alex Fukunaga

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

A Constraint Driven Solution Model for Discrete Domains with a Case Study of Exam Timetabling Problems

Anuraganand Sharma

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

Comments 41 pages in double space

Journal ref not yet published, 2024