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Agent Systems

3885 directly classified papers

Papers per year

Papers

Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025

monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation ICCV 2025

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games EMNLP 2025

TransLaTeX: Exposing the Last-Mile Execution Gap in LLM-Agent for Scientific Formatting IJCNLP 2025

MistSense: Versatile Online Detection of Procedural and Execution Mistakes ICCV 2025

NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025

DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025

Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control ICCV 2025

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025

GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025

ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents EMNLP 2025

Learning 3D Scene Analogies with Neural Contextual Scene Maps ICCV 2025

CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025

Learning on the Go: A Meta-learning Object Navigation Model ICCV 2025

Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025

Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents JMLR 2025

Categorical Semantics of Compositional Reinforcement Learning JMLR 2025

System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025

RTMap: Real-Time Recursive Mapping with Change Detection and Localization ICCV 2025

Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding ICCV 2025

ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025

CityNav: A Large-Scale Dataset for Real-World Aerial Navigation ICCV 2025

Collaborative Document Simplification Using Multi-Agent Systems COLING 2025

Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs COLING 2025

CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models NAACL 2025