Agent Systems

AGILE: A Novel Reinforcement Learning Framework of LLM Agents NeurIPS 2024 Agile But Safe: Learning Collision-Free High-Speed Legged Locomotion RSS 2024 A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts ICML 2024 AI-Assisted Human Teamwork AAAI 2024 ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation NeurIPS 2024 AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model ICLR 2024 Aligning Audio-Visual Joint Representations with an Agentic Workflow NeurIPS 2024 Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control NeurIPS 2024 Aligning LLM Agents by Learning Latent Preference from User Edits NeurIPS 2024 Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NeurIPS 2024 A Multimodal Automated Interpretability Agent ICML 2024 Analytically Tractable Models for Decision Making under Present Bias AAAI 2024 Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024 An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making EMNLP 2024 An Embodied Generalist Agent in 3D World ICML 2024 An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024 Angluin-Style Learning of Deterministic Büchi and Co-Büchi Automata IJCAI 2024 An Interactive Co-Pilot for Accelerated Research Ideation NAACL 2024 An Interactive Navigation Method with Effect-oriented Affordance CVPR 2024 An LLM Compiler for Parallel Function Calling ICML 2024 An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication NAACL 2024 AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents CVPR 2024 Anytime-Constrained Reinforcement Learning AISTATS 2024 AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls ICML 2024