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Artificial Intelligence
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Agent Systems
3885 directly classified papers
Papers per year
2002: 1
2003: 1
2006: 12
2007: 5
2008: 11
2009: 8
2010: 17
2011: 14
2012: 21
2013: 17
2014: 17
2015: 16
2016: 32
2017: 102
2018: 123
2019: 198
2020: 210
2021: 269
2022: 291
2023: 415
2024: 663
2025: 1077
2026: 365
Papers
PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning
ICCV 2025
Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities
AACL 2025
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback
EMNLP 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
EMNLP 2025
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement
AAAI 2025
DSBC : Data Science task Benchmarking with Context engineering
AACL 2025
Robust Peg-in-Hole Assembly under Uncertainties via Compliant and Interactive Contact-Rich Manipulation
RSS 2025
When in Doubt, Ask First: A Unified Retrieval Agent-Based System for Ambiguous and Unanswerable Question Answering
IJCNLP 2025
Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration
AACL 2025
LLM-Based Behavior Prediction for Social Media Users with Continuous Memory
AACL 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition
AACL 2025
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement
CVPR 2025
Towards Autonomous Micromobility through Scalable Urban Simulation
CVPR 2025
GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities
CVPR 2025
RASTeR: Robust, Agentic, and Structured Temporal Reasoning
AACL 2025
V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents
CVPR 2025
To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning
AAAI 2025
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration
CVPR 2025
DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation
CVPR 2025
s3: You Don’t Need That Much Data to Train a Search Agent via RL
EMNLP 2025
R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner
CVPR 2025
CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos
CVPR 2025
Program Synthesis Dialog Agents for Interactive Decision-Making
AACL 2025
Self-Correcting Robot Manipulation via Gaussian-Splatted Foresight
AAAI 2025
Scene Map-based Prompt Tuning for Navigation Instruction Generation
CVPR 2025
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