Agent Systems

Strength Estimation and Human-Like Strength Adjustment in Games ICLR 2025 StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents EMNLP 2025 Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning ICLR 2025 Substance over Style: Evaluating Proactive Conversational Coaching Agents ACL 2025 Subtask-Aware Visual Reward Learning from Segmented Demonstrations ICLR 2025 Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making EMNLP 2025 sudo rm -rf agentic_security ACL 2025 SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025 SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling ACL 2025 SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025 SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ICLR 2025 syftr: Pareto-Optimal Generative AI AutoML 2025 SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025 SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering ICML 2025 SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025 <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025 SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025 Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search ICLR 2025 Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics EMNLP 2025 SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement ACL 2025 System 1.x: Learning to Balance Fast and Slow Planning with Language Models ICLR 2025 System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025 T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation ICCV 2025