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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20,281 to 20,340 of 27,635

From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents
Jiaxuan Gao, Jiaao Chen, Chuyi He +3
cs.AIcs.CLarXiv:2601.22607v32026
Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models
Bradly C. Stadie, Sergey Levine, Pieter Abbeel
cs.AIcs.LGstat.MLarXiv:1507.00814v32015
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning
Iou-Jen Liu, Unnat Jain, Raymond A. Yeh +1
cs.AIarXiv:2107.11444v12021
Continual Reinforcement Learning with Complex Synapses
Christos Kaplanis, Murray Shanahan, Claudia Clopath
cs.AIcs.LGcs.NEarXiv:1802.07239v22018
Salt++: Context-Aligned Post-Training for Few-Step Streaming Multimodal Generation
Xingtong Ge, Yutong Wang, Lunjie Zhu +7
cs.CVcs.AIeess.IVarXiv:2609.36995v12026
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan +1
cs.CLcs.AIcs.LGarXiv:2404.07738v22024
Tabular Data: Is Deep Learning all you need?
Guri Zabërgja, Arlind Kadra, Christian M. M. Frey +1
cs.LGcs.AIarXiv:2402.03970v32024
Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein
cs.CLcs.AIarXiv:1509.01599v22015
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
João Loula, Benjamin LeBrun, Li Du +12
cs.CLcs.AIcs.LGarXiv:2504.13139v22025
Investigating the use of ChatGPT for the scheduling of construction projects
Samuel A. Prieto, Eyob T. Mengiste, Borja García de Soto
cs.HCcs.AIarXiv:2302.02805v12023
An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design
Darui Lu, Jordan M. Malof, Willie J. Padilla
cs.AIcond-mat.mtrl-sciarXiv:2506.06935v22025
A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra, Jason Weston
cs.CLcs.AIarXiv:1509.00685v22015
SRJudge: Empowering Large Language Models with Selective Reasoning for Fine-Grained Knowledge Concept Tagging
Zhiwei Yang, Jiahua Yang, Huiru Lin +2
cs.CLcs.AIarXiv:2609.36982v12026
Learning Agent-Compatible Context Management for Long-Horizon Tasks
Lu Yi, Runlin Lei, Liuyi Yao +6
cs.AIarXiv:2605.30785v12026
Let Credit Follow Computation: Architecture-Aware Credit Transport for Large Language Model Reinforcement Learning
Qifan Shi, Zhaolu Kang, Chenghua Zhu
cs.AIarXiv:2608.21501v12026
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
Ziyi Wu, Nikita Dvornik, Klaus Greff +2
cs.CVcs.AIcs.LGarXiv:2210.05861v22022
Model Complexity of Deep Learning: A Survey
Xia Hu, Lingyang Chu, Jian Pei +2
cs.LGcs.AIarXiv:2103.05127v22021
ChemGraph: An Agentic Framework for Computational Chemistry Workflows
Thang D. Pham, Aditya Tanikanti, Murat Keçeli
physics.chem-phcond-mat.mtrl-scics.AIarXiv:2506.06363v12025
SciFive: a text-to-text transformer model for biomedical literature
Long N. Phan, James T. Anibal, Hieu Tran +4
cs.CLcs.AIcs.LGarXiv:2106.03598v12021
ExplainGuard: A Zero Trust Framework for Post-Hoc Explanation Integrity Guarantees in Blackbox XAI Models
Maraz Mia, Shovan Roy, Mir Mehedi A. Pritom +1
cs.CRcs.AIarXiv:2608.21803v12026
CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?
Yuxin Zhang, Ju Fan, Meihao Fan +2
cs.AIcs.CLarXiv:2606.15300v12026
Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent LLM Systems
Rakibul Hasan Rajib, Mengxing Zheng, Qian Lou
cs.AIcs.CLarXiv:2609.00237v12026
Dual-Channel Robust Group-Relative Policy Optimization via Advantage and Sequence-Weight Estimation
Zhongyi Li, Wan Tian, Xiang Xu +4
cs.AIarXiv:2609.36944v12026
Learning Dexterous In-Hand Manipulation
OpenAI, Marcin Andrychowicz, Bowen Baker +14
cs.LGcs.AIcs.ROarXiv:1808.00177v52018
TV2TV: A Unified Framework for Interleaved Language and Video Generation
Xiaochuang Han, Youssef Emad, Melissa Hall +15
cs.LGcs.AIcs.CLarXiv:2512.05103v22025
Automatic weld seam segmentation for industrial quality control: a comparison of RGB and polarimetric imaging with CNN and transformer architectures
Simone Garbin, Leonardo Venturoso, Marco Todescato
cs.CVcs.AIarXiv:2608.25465v12026
Automatically Building and Updating a Knowledge Graph of MLIP Models
Alexis Beer, Liudmyla Klochko, Mathieu d'Aquin
cs.AIarXiv:2610.09644v12026
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations
Kaidong Li, Mohammad I. Fathan, Krushi Patel +6
cs.CVcs.AIarXiv:2104.10824v22021
$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems
Peilin Feng, Suorong Yang, Soujanya Poria
cs.MAcs.AIarXiv:2607.27958v12026
QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory
Yu-Chao Hsu, Jiun-Cheng Jiang, Chun-Hua Lin +5
quant-phcs.AIcs.LGarXiv:2512.05049v22025
Safe-by-Design Learning via Energy-based Neural Networks
Simone Betteti, Morteza Lahijanian, Luca Laurenti
cs.LGcs.AIcs.SYarXiv:2609.36942v12026
It's the Problem, Not the Path: Budget and Difficulty Confounds in LLM Reasoning Trajectories
Yigit Utku Bulut
cs.LGcs.AIcs.CLarXiv:2609.03436v12026
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan +3
cs.LGcs.AIcs.CVarXiv:2302.02515v22023
Pseudo-Simulation for Autonomous Driving
Wei Cao, Marcel Hallgarten, Tianyu Li +11
cs.ROcs.AIcs.CVarXiv:2506.04218v32025
VAMR: Multi-Question Agentic Reasoning for Efficient Long-Form Video Understanding
Runquan Gui, Hanzhu Chen, Zehao Wang +3
cs.CVcs.AIarXiv:2610.11171v12026
Estimating Uncertain Spatial Relationships in Robotics
Randall Smith, Matthew Self, Peter Cheeseman
cs.AIcs.ROarXiv:1304.3111v22013
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio +1
cs.CLcs.AIarXiv:2512.04844v22025
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
Jinxi Li, Ziyang Song, Bo Yang
cs.CVcs.AIcs.GRarXiv:2312.06398v12023
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices
Caiwen Ding, Siyu Liao, Yanzhi Wang +13
cs.CVcs.AIcs.LGarXiv:1708.08917v12017
LLM-grounded Video Diffusion Models
Long Lian, Baifeng Shi, Adam Yala +2
cs.CVcs.AIcs.CLarXiv:2309.17444v32023
Peer Influence across Heterogeneous AI Models
Frida Nøhr Laustsen, Marie Haahr Petersen, Victoria Popa +4
cs.AIcs.CLcs.CYarXiv:2610.03095v12026
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Zhengyang Tang, Xingxing Zhang, Benyou Wang +1
cs.CLcs.AIcs.LGarXiv:2403.02884v12024
Deep Learning in Spiking Neural Networks
Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh +2
cs.NEcs.AIarXiv:1804.08150v42018
Coding-Agent Benchmarks Should Match Their Users' Task Flows
Igor Slinko, Yaroslav Golubev, Sergey Titov
cs.LGcs.AIcs.CLarXiv:2610.09633v12026
Pitch-class Steering for Diffusion-based Music Generation via Latent-space Probes
Yushi Ye, Wilson Zheng, Yongyi Zang
cs.SDcs.AIarXiv:2609.04516v12026
Visual Language Maps for Robot Navigation
Chenguang Huang, Oier Mees, Andy Zeng +1
cs.ROcs.AIcs.CLarXiv:2210.05714v42022
VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge
Zihan Li, Diping Song, Zefeng Yang +5
eess.IVcs.AIcs.CLarXiv:2408.02865v22024
WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents
Bo Mao, Hang He, Linting Wang +17
cs.AIarXiv:2609.36887v12026
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
Daochen Zha, Jingru Xie, Wenye Ma +4
cs.AIcs.LGarXiv:2106.06135v12021
When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation
Mubashara Akhtar, Anka Reuel, Prajna Soni +34
cs.AIarXiv:2602.16763v42026
SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning
Roshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning +1
cs.CLcs.AIarXiv:2104.05832v12021
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding
Danlan Huang, Feifei Gao, Xiaoming Tao +2
cs.CVcs.AIarXiv:2208.04094v12022
Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings
Shubhang Bhatnagar, Dheeraj Baiju, Narendra Ahuja
cs.CVcs.AIcs.LGarXiv:2606.15134v12026
When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration
Yaxin Gong, Gangyi Zhang, Chongming Gao +7
cs.AIarXiv:2609.36855v12026
Mind DeepResearch Technical Report
MindDR Team, Li Auto Inc
cs.AIarXiv:2604.14518v22026
Zephon: Elastic Determinism for Online, Stateful Foundation Model Data Loading Pipelines
Maximilian Böther, Josh Wills, Ties Robroek +14
cs.LGcs.AIcs.DBarXiv:2610.03087v12026
Understanding and Harnessing Sparsity in Unified Multimodal Models
Shwai He, Chaorui Deng, Ang Li +1
cs.CVcs.AIarXiv:2512.02351v12025
Evaluating Digital Agriculture Recommendations with Causal Inference
Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou +5
cs.LGcs.AIarXiv:2211.16938v12022
Interaction Techniques that Encourage Longer Prompts Can Improve Psychological Ownership when Writing with AI
Nikhita Joshi, Daniel Vogel
cs.HCcs.AIcs.CLarXiv:2507.03670v32025
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
Anton Bakhtin, David J Wu, Adam Lerer +5
cs.GTcs.AIcs.LGarXiv:2210.05492v12022

Artificial Intelligence

From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents

Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models

Cooperative Exploration for Multi-Agent Deep Reinforcement Learning

Continual Reinforcement Learning with Complex Synapses

Salt++: Context-Aligned Post-Training for Few-Step Streaming Multimodal Generation

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Tabular Data: Is Deep Learning all you need?

Better Document-level Sentiment Analysis from RST Discourse Parsing

Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo

Investigating the use of ChatGPT for the scheduling of construction projects

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design

A Neural Attention Model for Abstractive Sentence Summarization

SRJudge: Empowering Large Language Models with Selective Reasoning for Fine-Grained Knowledge Concept Tagging

Learning Agent-Compatible Context Management for Long-Horizon Tasks

Let Credit Follow Computation: Architecture-Aware Credit Transport for Large Language Model Reinforcement Learning

SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models

Model Complexity of Deep Learning: A Survey

ChemGraph: An Agentic Framework for Computational Chemistry Workflows

SciFive: a text-to-text transformer model for biomedical literature

ExplainGuard: A Zero Trust Framework for Post-Hoc Explanation Integrity Guarantees in Blackbox XAI Models

CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?

Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent LLM Systems

Dual-Channel Robust Group-Relative Policy Optimization via Advantage and Sequence-Weight Estimation

Learning Dexterous In-Hand Manipulation

TV2TV: A Unified Framework for Interleaved Language and Video Generation

Automatic weld seam segmentation for industrial quality control: a comparison of RGB and polarimetric imaging with CNN and transformer architectures

Automatically Building and Updating a Knowledge Graph of MLIP Models

Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations

$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory

Safe-by-Design Learning via Energy-based Neural Networks

It's the Problem, Not the Path: Budget and Difficulty Confounds in LLM Reasoning Trajectories

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey

Pseudo-Simulation for Autonomous Driving

VAMR: Multi-Question Agentic Reasoning for Efficient Long-Form Video Understanding

Estimating Uncertain Spatial Relationships in Robotics

Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates

NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos

CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices

LLM-grounded Video Diffusion Models

Peer Influence across Heterogeneous AI Models

MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Deep Learning in Spiking Neural Networks

Coding-Agent Benchmarks Should Match Their Users' Task Flows

Pitch-class Steering for Diffusion-based Music Generation via Latent-space Probes

Visual Language Maps for Robot Navigation

VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge

WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents

DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning

When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning

Towards Semantic Communications: Deep Learning-Based Image Semantic Coding

Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings

When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration

Mind DeepResearch Technical Report

Zephon: Elastic Determinism for Online, Stateful Foundation Model Data Loading Pipelines

Understanding and Harnessing Sparsity in Unified Multimodal Models

Evaluating Digital Agriculture Recommendations with Causal Inference

Interaction Techniques that Encourage Longer Prompts Can Improve Psychological Ownership when Writing with AI

Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning