Agent Systems

AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback NAACL 2024 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications COLING 2024 Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment ICML 2024 Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions EMNLP 2024 Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees NeurIPS 2024 Adversarial Environment Design via Regret-Guided Diffusion Models NeurIPS 2024 Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering EMNLP 2024 A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration AAAI 2024 AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories EMNLP 2024 AgentBench: Evaluating LLMs as Agents ICLR 2024 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NeurIPS 2024 AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NeurIPS 2024 Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024 Agent Instructs Large Language Models to be General Zero-Shot Reasoners ICML 2024 Agent Lumos: Unified and Modular Training for Open-Source Language Agents ACL 2024 Agent Planning with World Knowledge Model NeurIPS 2024 AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases NeurIPS 2024 Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024 AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents NAACL 2024 AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024 AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation EMNLP 2024 Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast ICML 2024 AgentTuning: Enabling Generalized Agent Abilities for LLMs ACL 2024 AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors ICLR 2024