…Given a source image, candidate edited images, and an editing instruction, an Orchestrator selects the most relevant subset of tools and skills from the maintained library, and a frozen Sub-Agent uses…
…Automatic Environment Generation for Claw-Like Agents (2026) One-Eval: An Agentic System for Automated and Traceable LLM Evaluation (2026) GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Image generation models have evolved from text-conditioned pixel synthesis toward multimodal agents endowed with visual comprehension and tool invocation capabilities. Yet, existing agents…
…We further design camroll-agent, a conversational AI agent equipped with hierarchical memory and a minimal set of tools for efficient navigation over large, personalized visual memory . Experimental results show that camroll…
…Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering (2026) CoCoDA: Co-evolving Compositional DAG for Tool-Augmented Agents (2026) How Mobile World Model Guides GUI Agents? (2026…
…AI-generated summary Coding harnesses such as Claude Code and OpenHands wrap foundation models with tools, memory, and planning, but no equivalent exists for embodied agents ' long-horizon partial-observability decision-making…
…We further provide InterLV-Agent for standardized tool use, trajectory logging, and evaluation. Experiments on proprietary and open-source multimodal agents show that current systems remain far from solving interleaved multimodal search…
…Agent Native Data Evolving Synthesis Tool for Autonomous Instruction Alignment (2026) Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles (2026) EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent…
Papers arxiv:2606.07867 The Cold-Start Safety Gap in LLM Agents Published on Jun 5 Submitted by Chung-En, Sun on Jun 12 Authors: Chung-En Sun , , Abstract Tool-calling language…
…A Live Agent Benchmark for Evolving Real-World Workflows (2026) TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents (2026) Agents'Last Exam (2026) Please give a thumbs…