…Generated by Qwen/Qwen2.5-Coder-32B-Instruct As agent capabilities advance, existing benchmarks, such as τ^2-Bench, are becoming increasingly saturated. Yet constructing new benchmark tasks remains complex, costly, and…
…Our code is available at https://github.com/Trustworthy-ML-Lab/when2tool View arXiv page View PDF Project page GitHub 5 Add to collection Community LLM agents often call tools even when…
…y}) I can see the Docker image amhma/ubuntu-desktop:22.04-0.0.1-dev is used, but the server code (if that lives there) and Dockerfile would that would be…
…A Benchmark for Agentic UAV Embodied Search and Rescue Published on May 2 Submitted by 张道瑄 on May 6 Authors: Daoxuan Zhang , , , Abstract Embodied Search and Rescue task and benchmark are introduced…
…and reasoning modules in future agents. View arXiv page View PDF Project page GitHub 7 Add to collection Community Project Page: https://creativitybench.github.io/ Our code is released here: https://github…
…Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents Published on May 13 Submitted by Mikhail Menschikov on May 14 Skoltech Authors: Mikhail Menschikov , , , , , , , , , , Abstract PersonalAI 2.0 enhances…
…Rule-based tools are blind to rendered visuals, operating only on source code and log files. Text-only LLMs perform open-loop text editing, unable to predict or verify the two-dimensional…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct LLM agents are increasingly expected not only to complete isolated tasks, but also to carry bounded representations of human expertise, judgment, and interaction style…
…73.0 accuracy. Code is available at https://github.com/web2bigtable/web2bigtable. View arXiv page View PDF GitHub 35 Add to collection Community We introduce Web2BigTable, a multi-agent framework that handles…
…A voice agent can call the correct tools and still misread a confirmation code, fabricate a policy detail, or respond so slowly a caller hangs up. Catching those failures requires evaluation that…