Agent Systems

SEEK: Semantic Reasoning for Object Goal Navigation in Real World Inspection Tasks RSS 2024 SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases ICLR 2024 Selective Perception: Learning Concise State Descriptions for Language Model Actors NAACL 2024 Self-Guiding Exploration for Combinatorial Problems NeurIPS 2024 Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments NeurIPS 2024 Self-Renewal Prompt Optimizing with Implicit Reasoning EMNLP 2024 Self-Rewarding Language Models ICML 2024 Semi-Supervised Reward Modeling via Iterative Self-Training EMNLP 2024 Sequential API Function Calling Using GraphQL Schema EMNLP 2024 Sequential Model-Based Diagnosis by Systematic Search (Abstract Reprint) AAAI 2024 Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents EMNLP 2024 Shared Autonomy with IDA: Interventional Diffusion Assistance NeurIPS 2024 Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs ICML 2024 Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024 Simulating Opinion Dynamics with Networks of LLM-based Agents NAACL 2024 SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions NeurIPS 2024 SKILL-MIX: a Flexible and Expandable Family of Evaluations for AI Models ICLR 2024 SLM as Guardian: Pioneering AI Safety with Small Language Model EMNLP 2024 Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024 Small Language Models Need Strong Verifiers to Self-Correct Reasoning ACL 2024 Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024 Smart Help: Strategic Opponent Modeling for Proactive and Adaptive Robot Assistance in Households CVPR 2024 SmartPlay : A Benchmark for LLMs as Intelligent Agents ICLR 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series ICLR 2024