AI Agent - arXivDaily 专题

2402.12570 2024-02-21 cs.LG cs.AI 62%

Offline Multi-task Transfer RL with Representational Penalization

Avinandan Bose, Simon Shaolei Du, Maryam Fazel

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2311.11904 2024-02-20 cs.CV cs.CL cs.LG 62%

LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions

Songhao Han, Le Zhuo, Yue Liao, Si Liu

专题命中 Agent评测：agent(abstract)；分类 cs.CL、cs.LG

2402.10177 2024-02-16 cs.LG cs.AI 62%

Large Scale Constrained Clustering With Reinforcement Learning

Benedikt Schesch, Marco Caserta

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments LEANOPT-24 AAAI

2402.09205 2024-02-16 cs.CL cs.AI cs.HC 62%

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments 26 pages, 5 tables, 6 figures

2402.08832 2024-02-15 cs.LG cs.AI cs.CY 62%

Intelligent Agricultural Management Considering N$_2$O Emission and Climate Variability with Uncertainties

Zhaoan Wang, Shaoping Xiao, Jun Wang, Ashwin Parab, Shivam Patel

专题命中 Agent评测：AI agent(abstract)；分类 cs.AI、cs.LG

2402.06992 2024-02-13 q-bio.NC cs.AI cs.CL stat.AP 62%

A Rational Analysis of the Speech-to-Song Illusion

Raja Marjieh, Pol van Rijn, Ilia Sucholutsky, Harin Lee, Thomas L. Griffiths, Nori Jacoby

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments 7 pages, 5 figures

2311.02017 2024-02-13 cs.LG cs.AI 62%

DeliverAI: Reinforcement Learning Based Distributed Path-Sharing Network for Food Deliveries

Ashman Mehra, Snehanshu Saha, Vaskar Raychoudhury, Archana Mathur

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2402.03369 2024-02-07 eess.AS cs.CL cs.LG cs.SD 62%

Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications

Majbah Uddin, Nathan Huynh, Jose M Vidal, Kevin M Taaffe, Lawrence D Fredendall, Joel S Greenstein

专题命中 Agent评测：workflow(abstract)；分类 cs.CL、cs.LG

Journal ref Engineering Management Journal, 27:3, 152-162, 2015

2402.02896 2024-02-06 cs.CL cs.AI cs.CY cs.MA 62%

LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models

Ivar Frisch, Mario Giulianelli

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments To appear in Proceedings of the 1st Personalization of Generative AI Workshop, EACL 2024

2402.02624 2024-02-06 cs.RO cs.AI cs.LG cs.SY eess.SY 62%

A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control

Baha Zarrouki, Marios Spanakakis, Johannes Betz

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2401.17461 2024-02-01 cs.CL cs.AI 62%

Synthetic Dialogue Dataset Generation using LLM Agents

Yelaman Abdullin, Diego Molla-Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments GEM Workshop @ EMNLP 2023

2401.16772 2024-01-31 cs.LG cs.AI 62%

Extrinsicaly Rewarded Soft Q Imitation Learning with Discriminator

Ryoma Furuyama, Daiki Kuyoshi, Satoshi Yamane

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 4 figures. arXiv admin note: text overlap with arXiv:2001.06808

2306.16424 2024-01-26 cs.AI cs.LG q-fin.CP 62%

Realistic Synthetic Financial Transactions for Anti-Money Laundering Models

Erik Altman, Jovan Blanuša, Luc von Niederhäusern, Béni Egressy, Andreea Anghel, Kubilay Atasu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2205.13743 2024-01-24 cs.LG cs.AI 62%

Personalized Algorithmic Recourse with Preference Elicitation

Giovanni De Toni, Paolo Viappiani, Stefano Teso, Bruno Lepri, Andrea Passerini

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Published in Transactions in Machine Learning Research (TMLR), January 2024. See https://openreview.net/forum?id=8sg2I9zXgO for the official submission

2211.13350 2024-01-22 cs.AI cs.LG 62%

Choreographer: Learning and Adapting Skills in Imagination

Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt, Alexandre Lacoste, Sai Rajeswar

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at ICLR 2023 (notable top 25%)

2312.04118 2024-01-18 cs.CV cs.AI cs.LG 62%

Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play

Timothy Schaumlöffel, Arthur Aubret, Gemma Roig, Jochen Triesch

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Proceedings of the 2023 IEEE International Conference on Development and Learning (ICDL)

Journal ref "Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play," 2023 IEEE International Conference on Development and Learning (ICDL), Macau, China, 2023, pp. 67-72

2210.02612 2024-01-18 eess.SY cs.AI cs.LG cs.SY math.OC 62%

Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning

Chaolun Ma, Bruce Wang, Zihao Li, Ahmadreza Mahmoudzadeh, Yunlong Zhang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2401.08460 2024-01-17 cs.AI cs.CL 62%

Reinforcement Learning for Conversational Question Answering over Knowledge Graph

Mi Wu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

2401.05822 2024-01-12 cs.AI cs.CL 62%

Towards Goal-Oriented Agents for Evolving Problems Observed via Conversation

Michael Free, Andrew Langworthy, Mary Dimitropoulaki, Simon Thompson

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments 15 pages, 7 figures

Journal ref Artificial Intelligence XL. SGAI 2023. Lecture Notes in Computer Science, vol 14381. 142-155

2401.03857 2024-01-09 cs.LG cs.AI 62%

Inverse Reinforcement Learning with Sub-optimal Experts

Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2401.03306 2024-01-09 cs.LG cs.AI cs.RO 62%

MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning

Rafael Rafailov, Kyle Hatch, Victor Kolev, John D. Martin, Mariano Phielipp, Chelsea Finn

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments This is an updated version of a manuscript that originally appeared at CoRL 2023. The project website is here https://sites.google.com/view/mo2o

Journal ref Proceedings of The 7th Conference on Robot Learning, PMLR 229:3654-3671, 2023

2307.03109 2024-01-01 cs.CL cs.AI 62%

A Survey on Evaluation of Large Language Models

Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted by ACM Transactions on Intelligent Systems and Technology (TIST); 45 pages; More recent works; https://llm-eval.github.io/

2312.17168 2023-12-29 cs.LG cs.AI 62%

Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?

Gunshi Gupta, Tim G. J. Rudner, Rowan Thomas McAllister, Adrien Gaidon, Yarin Gal

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Published in Proceedings of the 2nd Conference on Causal Learning and Reasoning (CLeaR 2021)

2312.16365 2023-12-29 cs.LG cs.AI stat.ML 62%

Active Third-Person Imitation Learning

Timo Klein, Susanna Weinberger, Adish Singla, Sebastian Tschiatschek

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2312.14963 2023-12-27 cs.NE cs.AI cs.LG 62%

Optimizing Mario Adventures in a Constrained Environment

Sanyam Jain

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2312.14948 2023-12-27 cs.NE cs.AI cs.LG 62%

An Evolving Population Approach to Data-Stream Classification with Extreme Verification Latency

Conor Fahy, Shengxiang Yang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 6 pages,

2312.12904 2023-12-21 cs.LG cs.AI 62%

PGN: A perturbation generation network against deep reinforcement learning

Xiangjuan Li, Feifan Li, Yang Li, Quan Pan

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2312.10942 2023-12-19 cs.AI cs.LG 62%

ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton

Wei-Yao Wang, Wen-Chih Peng, Wei Wang, Philip S. Yu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Preprint

2312.05454 2023-12-12 cs.CV cs.AI cs.LG 62%

Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal

Gusti Ahmad Fanshuri Alfarisy, Owais Ahmed Malik, Ong Wee Hong

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2312.03126 2023-12-11 cs.AI cs.LG 62%

Learning Curricula in Open-Ended Worlds

Minqi Jiang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments PhD dissertation

1. Agent评测 15756 篇

Offline Multi-task Transfer RL with Representational Penalization

LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions

Large Scale Constrained Clustering With Reinforcement Learning

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Intelligent Agricultural Management Considering N$_2$O Emission and Climate Variability with Uncertainties

A Rational Analysis of the Speech-to-Song Illusion

DeliverAI: Reinforcement Learning Based Distributed Path-Sharing Network for Food Deliveries

Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications

LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models

A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control

Synthetic Dialogue Dataset Generation using LLM Agents

Extrinsicaly Rewarded Soft Q Imitation Learning with Discriminator

Realistic Synthetic Financial Transactions for Anti-Money Laundering Models

Personalized Algorithmic Recourse with Preference Elicitation

Choreographer: Learning and Adapting Skills in Imagination

Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play

Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning

Reinforcement Learning for Conversational Question Answering over Knowledge Graph

Towards Goal-Oriented Agents for Evolving Problems Observed via Conversation

Inverse Reinforcement Learning with Sub-optimal Experts

MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning

A Survey on Evaluation of Large Language Models

Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?

Active Third-Person Imitation Learning

Optimizing Mario Adventures in a Constrained Environment

An Evolving Population Approach to Data-Stream Classification with Extreme Verification Latency

PGN: A perturbation generation network against deep reinforcement learning

ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton

Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal

Learning Curricula in Open-Ended Worlds