Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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421 to 480 of 15,235

Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation
Pengxiang Li, Zechen Hu, Zirui Shang +15
cs.LGcs.AIcs.CVarXiv:2509.23866v12025
Distributed JEPA: A Self-Supervised Framework for Energy Forecasting
Liana Toderean, Tudor Cioara, Vasilis Michalakopoulos +3
cs.LGcs.AIarXiv:2609.17029v12026
Interactive Memory Learning for Long-Term Conversations
Cai Ke, Jiangyue Yan, Han Zhang +5
cs.AIcs.CLarXiv:2609.17088v12026
ThinkFlow: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents
Cai Ke, Xin Liu, Han Zhang +6
cs.AIcs.CLarXiv:2609.17010v12026
Controlled Decoding from Language Models
Sidharth Mudgal, Jong Lee, Harish Ganapathy +10
cs.LGcs.AIcs.CLarXiv:2310.17022v32023
WebQA: Multihop and Multimodal QA
Yingshan Chang, Mridu Narang, Hisami Suzuki +3
cs.CLcs.AIcs.CVarXiv:2109.00590v42021
CoAdapt: An LLM-based Framework for Adaptive Collaborative Perception in IIoT Robotic Swarms
Houssam Hajj Hassan, Antonia Maria Masucci, Lynda Zitoune +1
cs.AIcs.ROarXiv:2609.16852v12026
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence
Xingxuan Zhang, Gang Ren, Hao Yuan +57
cs.AIarXiv:2609.17488v12026
InRTL: Effective Intra-Inter Interaction Learning for Relational Tables
Weichen Li, Ken Zhong, Zheng Wang +2
cs.LGcs.AIarXiv:2609.12712v12026
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
Michael Wornow, Rahul Thapa, Ethan Steinberg +2
cs.LGcs.AIcs.CLarXiv:2307.02028v32023
SIMS: Scale-Invariant Merit-Function-Based Scalarization for Multi-Task Learning
Zebin Chen, Fei Xing, Yang Chen +4
cs.LGcs.AImath.OCarXiv:2609.12599v12026
Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions
Zahra Abbasiantaeb, Yifei Yuan, Evangelos Kanoulas +1
cs.CLcs.AIcs.IRarXiv:2312.02913v12023
Chain of Thoughtlessness? An Analysis of CoT in Planning
Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
cs.AIarXiv:2405.04776v32024
Diagnosing Faults in Reinforcement Learning Simulators and World Models with Canonical Polynomial Invariants
Tesfay Zemuy Gebrekidan, Hadush Hailu Gebrerufael
cs.LGcs.AIarXiv:2609.13194v12026
World Models for Embodied Intelligence: From Plausible to Controllable to Actionable
Nanjie Yao, Hao Wang, Chong Cheng +10
cs.ROcs.AIarXiv:2609.16697v12026
On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models
William L. Tong, Aryo Lotfi, Emmanuel Abbe +6
cs.LGcs.AIarXiv:2609.16540v12026
Vision-based Human Fall Detection Systems using Deep Learning: A Review
Ekram Alam, Abu Sufian, Paramartha Dutta +1
cs.CVcs.AIarXiv:2207.10952v12022
Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation
Hojin Lee, Yunho Lee, Daniel A Duecker +1
cs.ROcs.AIcs.LGarXiv:2609.17141v12026
A Multi-Vehicle Dataset with Camera, LiDAR, and Radar Sensors and Scanned 3D Models for Custom Auto-Annotation using RTK-GNSS
Philipp Berthold, Bianca Forkel, Mirko Maehlisch
cs.ROcs.AIcs.CVarXiv:2609.12871v12026
The Router Within: Eliciting Native Skill Routing from a Frozen LLM
Ruishuo Chen, Xun Wang, Yu Chen +2
cs.LGcs.AIcs.CLarXiv:2609.15982v12026
RLP: Reinforcement as a Pretraining Objective
Ali Hatamizadeh, Syeda Nahida Akter, Shrimai Prabhumoye +5
cs.LGcs.AIcs.CLarXiv:2510.01265v22025
AI Policies: Help or Hindrance? A Software Developer's Perspective
Samuel Ferino, Rashina Hoda, John Grundy +2
cs.SEcs.AIarXiv:2609.16496v12026
ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers
Jim Berend, Reduan Achtibat, Daniel Schäffer +4
cs.CVcs.AIcs.LGarXiv:2609.17152v12026
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Mirac Suzgun, Adam Tauman Kalai
cs.CLcs.AIcs.HCarXiv:2401.12954v12024
FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence
Yinhao Li, Weixin Mao, Zihan Lan +21
cs.ROcs.AIarXiv:2609.17210v12026
LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing
Mantek Singh, Jeshwanth Challagundla, Prateek Karnal +3
cs.LGcs.AIarXiv:2609.16155v12026
Decoder Design Matters for ECG Delineation
Joseph Scharpf, William Han, Chaojing Duan +3
cs.LGcs.AIarXiv:2609.16489v12026
The MAL Simulator: Cyber Operations Simulation based on Attack & Defense Graphs
Jakob Nyberg, Sandor Berglund, Andrei Buhaiu +3
cs.CRcs.AIarXiv:2609.16563v12026
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis
Caoyun Fan, Jindou Chen, Yaohui Jin +1
cs.AIcs.CLcs.GTarXiv:2312.05488v22023
Vision And Text Transformer For Predicting Answerability On Visual Question Answering
Tung Le, Huy Tien Nguyen, Le Minh Nguyen
cs.CVcs.AIarXiv:2609.16565v12026
gradSim: Differentiable simulation for system identification and visuomotor control
Krishna Murthy Jatavallabhula, Miles Macklin, Florian Golemo +11
cs.CVcs.AIcs.LGarXiv:2104.02646v12021
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences
Xiao Liu, Hanyu Lai, Hao Yu +6
cs.CLcs.AIarXiv:2306.07906v12023
A Cyber Range Evaluation of Autonomous Network Incident Response Agents
Jakob Nyberg, Teodor Sommestad, Andrei Buhaiu +3
cs.CRcs.AIarXiv:2609.16541v12026
Neuro-Symbolic Hierarchical Intention Anticipation in Human Behavior
Farnaz Soleimani, Abdelghani Chibani, Yacine Amirat +1
cs.AIcs.CVcs.HCarXiv:2609.17064v12026
Contrastive Triple Extraction with Generative Transformer
Hongbin Ye, Ningyu Zhang, Shumin Deng +4
cs.CLcs.AIcs.DBarXiv:2009.06207v82020
How to estimate carbon footprint when training deep learning models? A guide and review
Lucia Bouza Heguerte, Aurélie Bugeau, Loïc Lannelongue
cs.LGcs.AIcs.CYarXiv:2306.08323v22023
Natural-Language to SysMLv2 Translation via Conformance-Driven Iterative Refinement
Chance LaVoie, Eladio Andujar Lugo, Taylan G. Topcu +1
cs.SEcs.AIarXiv:2607.14162v12026
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
Zhenyu Li, Sunqi Fan, Yu Gu +5
cs.CLcs.AIarXiv:2308.12060v32023
The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review
Daniel Schwabe, Katinka Becker, Martin Seyferth +2
cs.LGcs.AIarXiv:2402.13635v12024
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
Zhengxi Lu, Jiabo Ye, Fei Tang +8
cs.LGcs.AIarXiv:2509.11543v22025
Self-Improving LLM Agents at Test-Time
Emre Can Acikgoz, Cheng Qian, Heng Ji +2
cs.LGcs.AIcs.CLarXiv:2510.07841v12025
InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation
Weilin Zhao, Zihan Zhou, Zhou Su +10
cs.CLcs.AIcs.LGarXiv:2509.24663v12025
Repurposing Deep Limit Order Book Forecasting for Scenario-Conditioned Market Impact Modeling
Eljas Linna, Kestutis Baltakys, Derrick Manoharan +2
cs.LGcs.AIarXiv:2609.16930v12026
Generalization Can Emerge in Tabular Foundation Models From a Single Table
Junwei Ma, Nour Shaheen, Alex Labach +4
cs.LGcs.AIarXiv:2511.09665v12025
MUMINS: Metadata-conditioned Uncertainty-aware Medical Image Next-state Synthesis
Anna Oliveras, Roger Marí, Rafael Redondo +7
cs.CVcs.AIarXiv:2609.17169v12026
Can AI systems have free will?
Christian List
cs.AIcs.CYphysics.soc-pharXiv:2609.15407v12026
Word meaning in minds and machines
Brenden M. Lake, Gregory L. Murphy
cs.CLcs.AIcs.LGarXiv:2008.01766v32020
Scalability and Performance Evaluation of Federated Learning Frameworks: A Comparative Analysis
Bassel Soudan, Sohail Abbas, Ahmed Kubba +2
cs.DCcs.AIarXiv:2609.15681v12026
Verifiable Social Reasoning for LLM Assistants
Amir Taubenfeld, Zorik Gekhman, Avigail Grinstein-Dabush +6
cs.AIcs.CLarXiv:2609.17496v12026
Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review
Gideon Vos, Kelly Trinh, Zoltan Sarnyai +1
cs.AIarXiv:2209.15137v32022
DetGPT: Detect What You Need via Reasoning
Renjie Pi, Jiahui Gao, Shizhe Diao +8
cs.CVcs.AIarXiv:2305.14167v22023
Towards Optimizing SQL Generation via LLM Routing
Mohammadhossein Malekpour, Nour Shaheen, Foutse Khomh +1
cs.DBcs.AIcs.LGarXiv:2411.04319v12024
Representing Numbers in NLP: a Survey and a Vision
Avijit Thawani, Jay Pujara, Pedro A. Szekely +1
cs.CLcs.AIcs.LGarXiv:2103.13136v12021
Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education
Ramteja Sajja, Yusuf Sermet, David Cwiertny +1
cs.CYcs.AIcs.HCarXiv:2312.09548v22023
Seeing What Matters: Visual Cue Guided Video Planning for Generalizable Robot Navigation
Hojin Lee, Sizhe Lester Li, Maximilian Hilger +4
cs.ROcs.AIcs.CVarXiv:2609.16737v12026
Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution
Xing Zhang, Yanwei Cui, Guanghui Wang +7
cs.AIcs.MAarXiv:2603.11445v22026
RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents
Yonas Atinafu, Robin Cohen
cs.AIarXiv:2603.11337v12026
Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs
Toqeer Ehsan, Nico Penttilä, Richard Schmidt +2
cs.CLcs.AIarXiv:2609.17327v12026
Enabling Creative Exploration for Vibe Design Agents
Yifan Zhang, Nghi D. Q. Bui, Georgios Evangelopoulos +1
cs.AIarXiv:2609.15078v12026
Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
Jon Saad-Falcon, Avanika Narayan, Hakki Orhun Akengin +12
cs.DCcs.AIcs.CLarXiv:2511.07885v62025

Artificial Intelligence

Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation

Distributed JEPA: A Self-Supervised Framework for Energy Forecasting

Interactive Memory Learning for Long-Term Conversations

ThinkFlow: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents

Controlled Decoding from Language Models

WebQA: Multihop and Multimodal QA

CoAdapt: An LLM-based Framework for Adaptive Collaborative Perception in IIoT Robotic Swarms

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

InRTL: Effective Intra-Inter Interaction Learning for Relational Tables

EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models

SIMS: Scale-Invariant Merit-Function-Based Scalarization for Multi-Task Learning

Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions

Chain of Thoughtlessness? An Analysis of CoT in Planning

Diagnosing Faults in Reinforcement Learning Simulators and World Models with Canonical Polynomial Invariants

World Models for Embodied Intelligence: From Plausible to Controllable to Actionable

On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models

Vision-based Human Fall Detection Systems using Deep Learning: A Review

Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation

A Multi-Vehicle Dataset with Camera, LiDAR, and Radar Sensors and Scanned 3D Models for Custom Auto-Annotation using RTK-GNSS

The Router Within: Eliciting Native Skill Routing from a Frozen LLM

RLP: Reinforcement as a Pretraining Objective

AI Policies: Help or Hindrance? A Software Developer's Perspective

ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers

Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding

FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence

LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing

Decoder Design Matters for ECG Delineation

The MAL Simulator: Cyber Operations Simulation based on Attack & Defense Graphs

Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis

Vision And Text Transformer For Predicting Answerability On Visual Question Answering

gradSim: Differentiable simulation for system identification and visuomotor control

WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences

A Cyber Range Evaluation of Autonomous Network Incident Response Agents

Neuro-Symbolic Hierarchical Intention Anticipation in Human Behavior

Contrastive Triple Extraction with Generative Transformer

How to estimate carbon footprint when training deep learning models? A guide and review

Natural-Language to SysMLv2 Translation via Conformance-Driven Iterative Refinement

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

Self-Improving LLM Agents at Test-Time

InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation

Repurposing Deep Limit Order Book Forecasting for Scenario-Conditioned Market Impact Modeling

Generalization Can Emerge in Tabular Foundation Models From a Single Table

MUMINS: Metadata-conditioned Uncertainty-aware Medical Image Next-state Synthesis

Can AI systems have free will?

Word meaning in minds and machines

Scalability and Performance Evaluation of Federated Learning Frameworks: A Comparative Analysis

Verifiable Social Reasoning for LLM Assistants

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

DetGPT: Detect What You Need via Reasoning

Towards Optimizing SQL Generation via LLM Routing

Representing Numbers in NLP: a Survey and a Vision

Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

Seeing What Matters: Visual Cue Guided Video Planning for Generalizable Robot Navigation

Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution

RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents

Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs

Enabling Creative Exploration for Vibe Design Agents

Intelligence per Watt: Measuring Intelligence Efficiency of Local AI