Agent Systems

Leveraging Large Language Model for Heterogeneous Ad Hoc Teamwork Collaboration RSS 2024 Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control ICLR 2024 LILO: Learning Interpretable Libraries by Compressing and Documenting Code ICLR 2024 Limited Query Graph Connectivity Test AAAI 2024 Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition ACL 2024 Linear Causal Bandits: Unknown Graph and Soft Interventions NeurIPS 2024 LINGO-Space: Language-Conditioned Incremental Grounding for Space AAAI 2024 LLaMA-Rider: Spurring Large Language Models to Explore the Open World NAACL 2024 LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery ICML 2024 LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments ACL 2024 LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024 LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024 LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs AAAI 2024 LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error ACL 2024 LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation EMNLP 2024 MacGyver: Are Large Language Models Creative Problem Solvers? NAACL 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NeurIPS 2024 Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion NeurIPS 2024 Making Language Models Better Tool Learners with Execution Feedback NAACL 2024 Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning NeurIPS 2024 MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance MLHC 2024 MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery AAAI 2024 ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation CVPR 2024 MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation ACL 2024