Agent Systems

MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024 Mars: Situated Inductive Reasoning in an Open-World Environment NeurIPS 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ACL 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 Memory-Consistent Neural Networks for Imitation Learning ICLR 2024 MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024 MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework ICLR 2024 MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024 MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use ICLR 2024 METRA: Scalable Unsupervised RL with Metric-Aware Abstraction ICLR 2024 Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024 Mimicking Behaviors in Separated Domains (Abstract Reprint) AAAI 2024 MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024 Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness EMNLP 2024 Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024 MiSO: Optimizing brain stimulation to create neural population activity states NeurIPS 2024 Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NeurIPS 2024 Mix-Initiative Response Generation with Dynamic Prefix Tuning NAACL 2024 MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation ICML 2024 MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024 MM-IGLU: Multi-Modal Interactive Grounded Language Understanding COLING 2024 Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NeurIPS 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs CoRL 2024