Agent Systems

A Modal Logic for Joint Abilities of Structured Strategies with Bounded Complexity AAAI 2025 A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops ACL 2025 AnalogCoder: Analog Circuit Design via Training-Free Code Generation AAAI 2025 AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025 AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents ACL 2025 AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents ICLR 2025 An Efficient Context-Dependent Memory Framework for LLM-Centric Agents NAACL 2025 An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning COLING 2025 An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025 An Empirical Study of Group Conformity in Multi-Agent Systems ACL 2025 An Expert System for Danish Traffic Law Cases (Student Abstract) AAAI 2025 An Intelligent Agentic System for Complex Image Restoration Problems ICLR 2025 An LLM-Based Approach for Insight Generation in Data Analysis NAACL 2025 AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025 AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025 Anytime-Constrained Equilibria in Polynomial Time ICML 2025 A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ACL 2025 APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025 APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts ACL 2025 A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs ACL 2025 A Preliminary Study of AI Agent Model in Machine Translation EMNLP 2025 ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025 A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning COLING 2025 Aria-UI: Visual Grounding for GUI Instructions ACL 2025 AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents IJCAI 2025