autonomous agent

AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ACL 2026 AgentMark: Utility-Preserving Behavioral Watermarking for Agents ACL 2026 A Survey of Large Language Model-Based Search Agents ACL 2026 Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces ACL 2026 DiffGraph: An Automated Agent-driven Model Merging Framework for In-the-Wild Text-to-Image Generation CVPR 2026 Evolving Agents ACL 2026 HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution AAAI 2026 Instructional Agents: Reducing Teaching Faculty Workload through Multi-Agent Instructional Design EACL 2026 KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ACL 2026 La VIDA: Towards a Motivated Goal Reasoning Agent (Abstract Reprint) AAAI 2026 LiveCultureBench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations ACL 2026 Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents ACL 2026 MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control AAAI 2026 MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments ACL 2026 Paper2Web: Let’s Make Your Paper Alive! ACL 2026 ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation ACL 2026 Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design AAAI 2026 Requirements for Aligned, Dynamic Resolution of Conflicts in Operational Constraints AAAI 2026 ReX-MLE: The Autonomous Agent Benchmark for Medical Imaging Challenges MIDL 2026 Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments AAAI 2026 Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning ACL 2026 Towards Agents That Exhibit Human-Like Autonomy in Complex Environments AAAI 2026 Towards Capable and Secure Autonomous Computer-Use Agents (Student Abstract) AAAI 2026 UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data ACL 2026 Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026