Agent Systems

Agentic AI for Digital Twin AAAI 2025 Agentic Knowledgeable Self-awareness ACL 2025 Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025 Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools ACL 2025 Agentic-ToM: Cognition-Inspired Agentic Processing For Enhancing Theory of Mind Reasoning EMNLP 2025 Agent Laboratory: Using LLM Agents as Research Assistants EMNLP 2025 AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025 AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents ICLR 2025 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 AgentRefine: Enhancing Agent Generalization through Refinement Tuning ICLR 2025 Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review ICML 2025 Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Agent S: An Open Agentic Framework that Uses Computers Like a Human ICLR 2025 Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents ICLR 2025 AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios NAACL 2025 Agents generalize to novel levels of abstraction by using adaptive linguistic strategies ACL 2025 Agent Skill Acquisition for Large Language Models via CycleQD ICLR 2025 AgentSquare: Automatic LLM Agent Search in Modular Design Space ICLR 2025 Agents' Room: Narrative Generation through Multi-step Collaboration ICLR 2025 AgentStudio: A Toolkit for Building General Virtual Agents ICLR 2025 Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025 Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents EMNLP 2025 Agent Trajectory Explorer: Visualizing and Providing Feedback on Agent Trajectories AAAI 2025 AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials ICLR 2025