agent system

HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024 Human-Guided Moral Decision Making in Text-Based Games AAAI 2024 Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis AAAI 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Learning to Use Tools via Cooperative and Interactive Agents EMNLP 2024 Making Language Models Better Tool Learners with Execution Feedback NAACL 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024 Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024 MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024 Neural Reasoning about Agents’ Goals, Preferences, and Actions AAAI 2024 OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research JMLR 2024 Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NeurIPS 2024 Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024 Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024 PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024 Predicting Future Actions of Reinforcement Learning Agents NeurIPS 2024 PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NeurIPS 2024 Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024 QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 Reinforcing LLM Agents via Policy Optimization with Action Decomposition NeurIPS 2024 ScreenAgent: A Vision Language Model-driven Computer Control Agent IJCAI 2024