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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12,301 to 12,360 of 15,247

MOPO: Model-based Offline Policy Optimization
Tianhe Yu, Garrett Thomas, Lantao Yu +5
cs.LGcs.AIstat.MLarXiv:2005.13239v62020
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
Stephen Casper, Xander Davies, Claudia Shi +29
cs.AIcs.CLcs.LGarXiv:2307.15217v22023
Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents
Wenxuan Ding, Nicholas Tomlin, Greg Durrett
cs.CLcs.AIarXiv:2602.16699v32026
Training Language Models via Neural Cellular Automata
Dan Lee, Seungwook Han, Akarsh Kumar +1
cs.LGcs.AIcs.CLarXiv:2603.10055v12026
MultiGen: Level-Design for Editable Multiplayer Worlds in Diffusion Game Engines
Ryan Po, David Junhao Zhang, Amir Hertz +3
cs.AIcs.CVcs.GRarXiv:2603.06679v22026
UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing
Dianyi Wang, Chaofan Ma, Feng Han +8
cs.CVcs.AIarXiv:2602.02437v42026
Medical Image Fusion: A survey of the state of the art
A. P. James, B. V. Dasarathy
cs.CVcs.AIphysics.med-pharXiv:1401.0166v12013
The AI Hippocampus: How Far are We From Human Memory?
Zixia Jia, Jiaqi Li, Yipeng Kang +12
cs.AIarXiv:2601.09113v12026
OmniVideo-R1: Reinforcing Audio-visual Reasoning with Query Intention and Modality Attention
Zhangquan Chen, Jiale Tao, Ruihuang Li +10
cs.AIcs.CVarXiv:2602.05847v22026
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs
Zhiyuan Yao, Yi-Kai Zhang, Yuxin Chen +7
cs.LGcs.AIarXiv:2602.03048v32026
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Shiva Krishna Reddy Malay, Shravan Nayak, Jishnu Sethumadhavan Nair +6
cs.AIcs.LGarXiv:2603.13594v12026
Evolving Deep Neural Networks
Risto Miikkulainen, Jason Liang, Elliot Meyerson +8
cs.NEcs.AIarXiv:1703.00548v22017
Agentic Code Reasoning
Shubham Ugare, Satish Chandra
cs.SEcs.AIcs.PLarXiv:2603.01896v22026
Learning to Navigate in Complex Environments
Piotr Mirowski, Razvan Pascanu, Fabio Viola +9
cs.AIcs.CVcs.LGarXiv:1611.03673v32016
e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings
Haonan Chen, Sicheng Gao, Radu Timofte +2
cs.CLcs.AIcs.CVarXiv:2601.03666v22026
What do we need to build explainable AI systems for the medical domain?
Andreas Holzinger, Chris Biemann, Constantinos S. Pattichis +1
cs.AIstat.MLarXiv:1712.09923v12017
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Shayne Longpre, Le Hou, Tu Vu +8
cs.AIcs.CLcs.LGarXiv:2301.13688v22023
LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning
Linquan Wu, Tianxiang Jiang, Yifei Dong +6
cs.CVcs.AIarXiv:2601.10129v22026
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
Ning Ding, Yulin Chen, Bokai Xu +6
cs.CLcs.AIarXiv:2305.14233v12023
Multi-Task GRPO: Reliable LLM Reasoning Across Tasks
Shyam Sundhar Ramesh, Xiaotong Ji, Matthieu Zimmer +5
cs.CLcs.AIcs.LGarXiv:2602.05547v32026
Refusal in Language Models Is Mediated by a Single Direction
Andy Arditi, Oscar Obeso, Aaquib Syed +4
cs.LGcs.AIcs.CLarXiv:2406.11717v32024
R3M: A Universal Visual Representation for Robot Manipulation
Suraj Nair, Aravind Rajeswaran, Vikash Kumar +2
cs.ROcs.AIcs.CVarXiv:2203.12601v32022
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
Jiaxuan Lu, Ziyu Kong, Yemin Wang +10
cs.AIcs.CLcs.MAarXiv:2601.07641v12026
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
Minhua Lin, Zhiwei Zhang, Hanqing Lu +5
cs.AIarXiv:2603.18718v12026
Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report
Zhuoran Yang, Ed Li, Jianliang He +18
cs.AIcs.CRcs.LGarXiv:2601.21051v12026
DSGym: A Holistic Framework for Evaluating and Training Data Science Agents
Fan Nie, Junlin Wang, Harper Hua +6
cs.AIarXiv:2601.16344v12026
Lost in Stories: Consistency Bugs in Long Story Generation by LLMs
Junjie Li, Xinrui Guo, Yuhao Wu +3
cs.CLcs.AIarXiv:2603.05890v12026
Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs
Timur Garipov, Pavel Izmailov, Dmitrii Podoprikhin +2
stat.MLcs.AIcs.LGarXiv:1802.10026v42018
Behavioral Cloning from Observation
Faraz Torabi, Garrett Warnell, Peter Stone
cs.AIarXiv:1805.01954v22018
GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
Isabella A. Stewart, Tarjei Paule Hage, Yu-Chuan Hsu +1
cs.AIcond-mat.mes-hallcond-mat.mtrl-sciarXiv:2602.07491v12026
THINKSAFE: Self-Generated Safety Alignment for Reasoning Models
Seanie Lee, Sangwoo Park, Yumin Choi +6
cs.AIarXiv:2601.23143v42026
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
Douwe Kiela, Hamed Firooz, Aravind Mohan +4
cs.AIcs.CLcs.CVarXiv:2005.04790v32020
Terminal Agents Suffice for Enterprise Automation
Patrice Bechard, Orlando Marquez Ayala, Emily Chen +5
cs.SEcs.AIcs.CLarXiv:2604.00073v32026
StarCraft II: A New Challenge for Reinforcement Learning
Oriol Vinyals, Timo Ewalds, Sergey Bartunov +22
cs.LGcs.AIarXiv:1708.04782v12017
RMA: Rapid Motor Adaptation for Legged Robots
Ashish Kumar, Zipeng Fu, Deepak Pathak +1
cs.LGcs.AIcs.CVarXiv:2107.04034v12021
Exploring Reasoning Reward Model for Agents
Kaixuan Fan, Kaituo Feng, Manyuan Zhang +7
cs.AIcs.CLarXiv:2601.22154v22026
LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation
Zhiling Yan, Dingjie Song, Zhe Fang +4
cs.AIarXiv:2602.10367v12026
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)
Shijie Geng, Shuchang Liu, Zuohui Fu +2
cs.IRcs.AIcs.CLarXiv:2203.13366v72022
Unity: A General Platform for Intelligent Agents
Arthur Juliani, Vincent-Pierre Berges, Ervin Teng +8
cs.LGcs.AIcs.NEarXiv:1809.02627v22018
NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
Junbin Xiao, Xindi Shang, Angela Yao +1
cs.CVcs.AIarXiv:2105.08276v22021
Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification
Zehai He, Wenyi Hong, Zhen Yang +4
cs.SEcs.AIarXiv:2603.26648v32026
A Survey on the Explainability of Supervised Machine Learning
Nadia Burkart, Marco F. Huber
cs.LGcs.AIstat.MLarXiv:2011.07876v12020
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only
Guilherme Penedo, Quentin Malartic, Daniel Hesslow +6
cs.CLcs.AIarXiv:2306.01116v12023
AI Gamestore: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games
Lance Ying, Ryan Truong, Prafull Sharma +9
cs.AIarXiv:2602.17594v12026
Bat Algorithm: Literature Review and Applications
Xin-She Yang
cs.AImath.OCarXiv:1308.3900v12013
\$OneMillion-Bench: How Far are Language Agents from Human Experts?
Qianyu Yang, Yang Liu, Jiaqi Li +20
cs.LGcs.AIcs.CLarXiv:2603.07980v12026
Understanding disentangling in $β$-VAE
Christopher P. Burgess, Irina Higgins, Arka Pal +4
stat.MLcs.AIcs.LGarXiv:1804.03599v12018
Causal-JEPA: Learning World Models through Object-Level Latent Masking
Heejeong Nam, Quentin Le Lidec, Lucas Maes +2
cs.AIarXiv:2602.11389v22026
PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference
Xiaofeng Mao, Shaohao Rui, Kaining Ying +4
cs.CVcs.AIarXiv:2603.25730v12026
MAttNet: Modular Attention Network for Referring Expression Comprehension
Licheng Yu, Zhe Lin, Xiaohui Shen +4
cs.CVcs.AIcs.CLarXiv:1801.08186v32018
On the Cross-lingual Transferability of Monolingual Representations
Mikel Artetxe, Sebastian Ruder, Dani Yogatama
cs.CLcs.AIcs.LGarXiv:1910.11856v32019
AgentSys: Secure and Dynamic LLM Agents Through Explicit Hierarchical Memory Management
Ruoyao Wen, Hao Li, Chaowei Xiao +1
cs.CRcs.AIarXiv:2602.07398v12026
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
Zhaopeng Feng, Liangcai Su, Zhen Zhang +16
cs.CLcs.AIcs.MAarXiv:2603.27490v12026
Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation
Anjanava Biswas, Wrick Talukdar
cs.AIarXiv:2405.18346v12024
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
Hyomin Lee, Sangwoo Park, Yumin Choi +3
cs.CRcs.AIcs.CLarXiv:2603.22341v12026
Deep Reinforcement Learning at the Edge of the Statistical Precipice
Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro +2
cs.LGcs.AIstat.MEarXiv:2108.13264v42021
MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation
Yejin Kim, Wilbert Pumacay, Omar Rayyan +23
cs.ROcs.AIcs.CVarXiv:2602.11337v22026
Understanding the Challenges in Iterative Generative Optimization with LLMs
Allen Nie, Xavier Daull, Zhiyi Kuang +10
cs.LGcs.AIarXiv:2603.23994v22026
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL
Rui Yang, Qianhui Wu, Zhaoyang Wang +8
cs.LGcs.AIcs.CLarXiv:2602.22190v22026
Actor-Attention-Critic for Multi-Agent Reinforcement Learning
Shariq Iqbal, Fei Sha
cs.LGcs.AIcs.MAarXiv:1810.02912v22018

Artificial Intelligence

MOPO: Model-based Offline Policy Optimization

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents

Training Language Models via Neural Cellular Automata

MultiGen: Level-Design for Editable Multiplayer Worlds in Diffusion Game Engines

UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing

Medical Image Fusion: A survey of the state of the art

The AI Hippocampus: How Far are We From Human Memory?

OmniVideo-R1: Reinforcing Audio-visual Reasoning with Query Intention and Modality Attention

CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Evolving Deep Neural Networks

Agentic Code Reasoning

Learning to Navigate in Complex Environments

e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings

What do we need to build explainable AI systems for the medical domain?

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Multi-Task GRPO: Reliable LLM Reasoning Across Tasks

Refusal in Language Models Is Mediated by a Single Direction

R3M: A Universal Visual Representation for Robot Manipulation

Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning

MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report

DSGym: A Holistic Framework for Evaluating and Training Data Science Agents

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs

Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs

Behavioral Cloning from Observation

GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Terminal Agents Suffice for Enterprise Automation

StarCraft II: A New Challenge for Reinforcement Learning

RMA: Rapid Motor Adaptation for Legged Robots

Exploring Reasoning Reward Model for Agents

LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation

Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)

Unity: A General Platform for Intelligent Agents

NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions

Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification

A Survey on the Explainability of Supervised Machine Learning

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

AI Gamestore: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games

Bat Algorithm: Literature Review and Applications

\$OneMillion-Bench: How Far are Language Agents from Human Experts?

Understanding disentangling in $β$-VAE

Causal-JEPA: Learning World Models through Object-Level Latent Masking

PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference

MAttNet: Modular Attention Network for Referring Expression Comprehension

On the Cross-lingual Transferability of Monolingual Representations

AgentSys: Secure and Dynamic LLM Agents Through Explicit Hierarchical Memory Management

AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents

Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Deep Reinforcement Learning at the Edge of the Statistical Precipice

MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation

Understanding the Challenges in Iterative Generative Optimization with LLMs

GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL

Actor-Attention-Critic for Multi-Agent Reinforcement Learning