AI Agent - arXivDaily 专题

2502.06749 2025-02-11 cs.GT cs.CY cs.LG 57%

Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty

Valia Efthymiou, Chara Podimata, Diptangshu Sen, Juba Ziani

机构 * Georgia Institute of Technology（佐治亚理工学院）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2502.05726 2025-02-11 cs.LG stat.ML 57%

Improving Environment Novelty Quantification for Effective Unsupervised Environment Design

Jayden Teoh, Wenjun Li, Pradeep Varakantham

机构 * Singapore Management University（新加坡管理大学）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2501.19072 2025-02-11 cs.RO cs.LG 57%

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots

Chuhan Zhang, Cong Wang, Wei Pan, Cosimo Della Santina

机构 * Delft University of Technology（代尔夫特理工大学）； The University of Manchester（曼彻斯特大学）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 8th IEEE-RAS International Conference on Soft Robotics

2501.13648 2025-02-11 cs.LG 57%

Revisiting Online Learning Approach to Inverse Linear Optimization: A Fenchel$-$Young Loss Perspective and Gap-Dependent Regret Analysis

Shinsaku Sakaue, Han Bao, Taira Tsuchiya

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2412.06597 2025-02-07 cs.LG 57%

Self-Interested Agents in Collaborative Machine Learning: An Incentivized Adaptive Data-Centric Framework

Nithia Vijayan, Bryan Kian Hsiang Low

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2502.03135 2025-02-06 cs.RO cs.LG 57%

Underwater Soft Fin Flapping Motion with Deep Neural Network Based Surrogate Model

Yuya Hamamatsu, Pavlo Kupyn, Roza Gkliva, Asko Ristolainen, Maarja Kruusmaa

机构 * Tallinn University of Technology（塔林理工大学）； Vilnius University（维尔纽斯大学）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments Accepted in IEEE International Conference on Soft Robotics 2025 (Robosoft)

2502.02619 2025-02-06 q-fin.PM cs.LG q-fin.RM 57%

Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards

Daniil Karzanov, Rubén Garzón, Mikhail Terekhov, Caglar Gulcehre, Thomas Raffinot, Marcin Detyniecki

机构 * AXA Group Operations（安盛集团运营部）； EPFL（洛桑联邦理工学院）； AXA Investment Managers（安盛投资管理）； CLAIRE EPFL（洛桑联邦理工学院CLAIRE机构）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 11 pages, 7 figures

2502.02537 2025-02-05 cs.CV cs.LG 57%

Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks

Huiqun Huang, Cong Chen, Jean-Philippe Monteuuis, Jonathan Petit, Fei Miao

机构 * University of Connecticut（康涅狄格大学）； Qualcomm（高通公司）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2502.01834 2025-02-05 cs.AI cs.NE 57%

Building a Cognitive Twin Using a Distributed Cognitive System and an Evolution Strategy

Wandemberg Gibaut, Ricardo Gudwin

机构 * University of Campinas (Unicamp)（坎皮纳斯大学）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments first submitted on 09/22/2022, published on 01/20/2025

Journal ref Cognitive Systems Research, Volume 90, April 2025

2502.01450 2025-02-04 cs.SI cs.AI 57%

Simulating Rumor Spreading in Social Networks using LLM Agents

Tianrui Hu, Dimitrios Liakopoulos, Xiwen Wei, Radu Marculescu, Neeraja J. Yadwadkar

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 7 pages, 8 figures

2411.06159 2025-02-04 cs.CL cs.CE 57%

Mixture of Knowledge Minigraph Agents for Literature Review Generation

Zhi Zhang, Yan Liu, Sheng-hua Zhong, Gong Chen, Yu Yang, Jiannong Cao

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2501.19256 2025-02-03 cs.AI cs.HC cs.RO 57%

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning

Balint Gyevnar, Mark Towers

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2409.03577 2025-01-31 cs.LG 57%

CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning

John Birkbeck, Adam Sobey, Federico Cerutti, Katherine Heseltine Hurley Flynn, Timothy J. Norman

机构 * University of Southampton（南安普顿大学）； The Alan Turing Institute（阿兰·图灵研究所）； University of Brescia（布雷西亚大学）； Thales UK RTSI（泰雷兹英国RTSI）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 7 pages, 9 figures

2501.07440 2025-01-30 q-bio.NC cs.AI 57%

Attention when you need

Lokesh Boominathan, Yizhou Chen, Matthew McGinley, Xaq Pitkow

机构 * Neuroscience Institute（神经科学研究所）； Carnegie Mellon University（卡内基梅隆大学）； Baylor College of Medicine（贝勒医学院）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2501.17513 2025-01-30 stat.ML cs.LG 57%

Sequential Learning of the Pareto Front for Multi-objective Bandits

Elise Crépon, Aurélien Garivier, Wouter M Koolen

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Journal ref Proceedings of Machine Learning Research, 2024, Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, PMLR (238), pp.3583--3591

2501.16331 2025-01-29 q-fin.TR cs.AI 57%

Decoding OTC Government Bond Market Liquidity: An ABM Model for Market Dynamics

Alicia Vidler, Toby Walsh

机构 * UNSW（新南威尔士大学）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 7 pages

2501.16135 2025-01-28 cs.CL 57%

Evaluation of NMT-Assisted Grammar Transfer for a Multi-Language Configurable Data-to-Text System

Andreas Madsack, Johanna Heininger, Adela Schneider, Ching-Yi Chen, Christian Eckard, Robert Weißgraeber

机构 * AX Semantics

专题命中 Agent评测：planning(abstract)；分类 cs.CL

2501.16018 2025-01-28 cs.LG cs.GT 57%

Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting

Ahmed Ben Yahmed, Clément Calauzènes, Vianney Perchet

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2501.15660 2025-01-28 cs.CV cs.AI eess.IV physics.med-ph 57%

Marker Track: Accurate Fiducial Marker Tracking for Evaluation of Residual Motions During Breath-Hold Radiotherapy

Aimee Guo, Weihua Mao

专题命中 Agent评测：planning(abstract)；分类 cs.AI

Comments 14 pages, 9 figures, Regeneron STS 2025 project. Project page: https://sites.google.com/view/markertrack?usp=sharing

2410.19627 2025-01-28 cs.AI cs.IR cs.MA 57%

Knowledge Graph Enhanced Language Agents for Recommendation

Taicheng Guo, Chaochun Liu, Hai Wang, Varun Mannam, Fang Wang, Xin Chen, Xiangliang Zhang, Chandan K. Reddy

机构 * University of Notre Dame（圣母大学）； Amazon（亚马逊公司）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2501.14543 2025-01-27 cs.LG 57%

Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation

Wenzhang Liu, Lianjun Jin, Lu Ren, Chaoxu Mu, Changyin Sun

机构 * School of Artificial Intelligence, Anhui University（安徽大学人工智能学院）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2501.13295 2025-01-24 cs.AI 57%

Parallel Belief Contraction via Order Aggregation

Jake Chandler, Richard Booth

机构 * La Trobe University（拉筹伯大学）； Cardiff University（卡迪夫大学）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2405.07295 2025-01-24 q-bio.NC cs.AI 57%

Bridging Neuroscience and AI: Environmental Enrichment as a Model for Forward Knowledge Transfer

Rajat Saxena, Bruce L. McNaughton

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 22 pages, 5 figures

2501.12573 2025-01-23 cs.MM cs.AI cs.HC cs.SY eess.SY 57%

Leveraging LLMs to Create a Haptic Devices' Recommendation System

Yang Liu, Haiwei Dong, Abdulmotaleb El Saddik

机构 * University of Ottawa（渥太华大学）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2501.10891 2025-01-23 eess.IV cs.AI cs.CV eess.SP 57%

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping

Junshi Xia, Hongruixuan Chen, Clifford Broni-Bediako, Yimin Wei, Jian Song, Naoto Yokoya

机构 * RIKEN Center for Advanced Intelligence Project (AIP), RIKEN（理化学研究所先进智能中心（AIP），理化学研究所）； Graduate School of Frontier Sciences, The University of Tokyo（东京大学前沿科学研究生院）

专题命中 Agent评测：planning(abstract)；分类 cs.AI

Comments 8 pages, 3 figures

2501.11949 2025-01-22 cs.LG 57%

GLAM: Global-Local Variation Awareness in Mamba-based World Model

Qian He, Wenqi Liang, Chunhui Hao, Gan Sun, Jiandong Tian

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2404.00204 2025-01-22 cs.RO cs.LG cs.SY eess.SY 57%

AirPilot: Interpretable PPO-based DRL Auto-Tuned Nonlinear PID Drone Controller for Robust Autonomous Flights

Junyang Zhang, Cristian Emanuel Ocampo Rivera, Kyle Tyni, Steven Nguyen

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 9 pages, 20 figures

2501.09646 2025-01-17 cs.AI 57%

NS-Gym: Open-Source Simulation Environments and Benchmarks for Non-Stationary Markov Decision Processes

Nathaniel S. Keplinger, Baiting Luo, Iliyas Bektas, Yunuo Zhang, Kyle Hollins Wray, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay

机构 * Vanderbilt University（范德堡大学）； Pennsylvania State University（宾夕法尼亚州立大学）； University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 23 pages, 17 figures

2501.08869 2025-01-17 cs.SI cs.AI 57%

Silent Abandonment in Text-Based Contact Centers: Identifying, Quantifying, and Mitigating its Operational Impacts

Antonio Castellanos, Galit B. Yom-Tov, Yair Goldberg, Jaeyoung Park

机构 * Hebrew University of Jerusalem（耶路撒冷希伯来大学）； Technion—Israel Institute of Technology（以色列理工学院）； University of Central Florida（中佛罗里达大学）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 75% of the paper is an updated version of arXiv:2304.11754

2501.08071 2025-01-15 cs.AR cs.LG 57%

CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning

Guoliang He, Eiko Yoneki

机构 * University of Cambridge（剑桥大学）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments cgo 2025

1. Agent评测 15866 篇

Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty

Improving Environment Novelty Quantification for Effective Unsupervised Environment Design

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots

Revisiting Online Learning Approach to Inverse Linear Optimization: A Fenchel$-$Young Loss Perspective and Gap-Dependent Regret Analysis

Self-Interested Agents in Collaborative Machine Learning: An Incentivized Adaptive Data-Centric Framework

Underwater Soft Fin Flapping Motion with Deep Neural Network Based Surrogate Model

Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards

Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks

Building a Cognitive Twin Using a Distributed Cognitive System and an Evolution Strategy

Simulating Rumor Spreading in Social Networks using LLM Agents

Mixture of Knowledge Minigraph Agents for Literature Review Generation

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning

CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning

Attention when you need

Sequential Learning of the Pareto Front for Multi-objective Bandits

Decoding OTC Government Bond Market Liquidity: An ABM Model for Market Dynamics

Evaluation of NMT-Assisted Grammar Transfer for a Multi-Language Configurable Data-to-Text System

Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting

Marker Track: Accurate Fiducial Marker Tracking for Evaluation of Residual Motions During Breath-Hold Radiotherapy

Knowledge Graph Enhanced Language Agents for Recommendation

Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation

Parallel Belief Contraction via Order Aggregation

Bridging Neuroscience and AI: Environmental Enrichment as a Model for Forward Knowledge Transfer

Leveraging LLMs to Create a Haptic Devices' Recommendation System

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping

GLAM: Global-Local Variation Awareness in Mamba-based World Model

AirPilot: Interpretable PPO-based DRL Auto-Tuned Nonlinear PID Drone Controller for Robust Autonomous Flights

NS-Gym: Open-Source Simulation Environments and Benchmarks for Non-Stationary Markov Decision Processes

Silent Abandonment in Text-Based Contact Centers: Identifying, Quantifying, and Mitigating its Operational Impacts

CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning