agent system

MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? ACL 2025 Multiple LLM Agents Debate for Equitable Cultural Alignment ACL 2025 Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents ICLR 2025 OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025 On the Modeling Capabilities of Large Language Models for Sequential Decision Making ICLR 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents ICLR 2025 Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models AAAI 2025 Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025 OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025 PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025 PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework ACL 2025 PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025 Political Actor Agent: Simulating Legislative System for Roll Call Votes Prediction with Large Language Models AAAI 2025 Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 Preacher: Paper-to-Video Agentic System ICCV 2025 PreAct: Prediction Enhances Agent’s Planning Ability COLING 2025 Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025 Recon, Answer, Verify: Agents in Search of Truth EMNLP 2025 ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection EMNLP 2025 ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents EMNLP 2025 Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation AACL 2025 Safety of Embodied Navigation: A Survey IJCAI 2025 SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts ICCV 2025 SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025