tool use

AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ACL 2026 AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use ACL 2026 ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning CVPR 2026 Beyond Itinerary Planning—A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks ACL 2026 Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026 Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression ACL 2026 CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty ACL 2026 Catching the First Light of Tomorrow: A Hackathon-Based Framework for Introducing High School Students to AI Agents AAAI 2026 CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization CVPR 2026 From Representation to Reasoning: Toward General-Purpose Visual Intelligence AAAI 2026 From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom EACL 2026 Hybrid Agents for Image Restoration CVPR 2026 Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents ACL 2026 Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective AAAI 2026 Proof-of-Perception: Certified Tool-Using Multimodal Reasoning with Compositional Conformal Guarantees CVPR 2026 PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow CVPR 2026 Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms ACL 2026 RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning ACL 2026 Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors ACL 2026 Should You Use Your Large Language Model to Explore or Exploit? UAI 2026 SOAR: Supervision from Observation for Agentic Reinforcement Learning ACL 2026 SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL CVPR 2026 VoxMind: An End-to-End Agentic Spoken Dialogue System ACL 2026 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 Agentic AI for Digital Twin AAAI 2025