…Autonomous Research via Adversarial Multi-Agent Collaboration (2026) COMPOSITE-Stem (2026) MatClaw: An Autonomous Code-First LLM Agent for End-to-End Materials Exploration (2026) AutoMOOSE: An Agentic AI for Autonomous Phase…
…Learning Unified Agent-Tool Orchestration with Parallel Subtask Decomposition (2026) Utility-Guided Agent Orchestration for Efficient LLM Tool Use (2026) SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents (2026) StepPO: Step-Aligned…
…Starting from several identically initialized agents, four to five stable niche specialists spontaneously emerge, a structural signature of multi-agent evolution that no single-agent learner can express. See our code at…
…We release AFTraj-2K , a curated corpus of 2,276 multi-agent trajectories (1,162 safe + 1,114 unsafe) across Coding, Math, and Agentic domains, and AgentForesight-7B , a compact online auditor…
…We hope that AcademiClaw and its open-sourced data and code can serve as a useful resource for the OpenClaw community, driving progress toward agents that are more capable and versatile across…
…The agent searches the raw corpus directly — grep , find , bash , shell pipelines — exactly like a coding agent navigating a codebase. No preprocess. No embedding model. No vector index. No offline indexing. 📊The…
…Sometimes, the code produced by the agent includes multiple calls to final_answer , with one appearing in the middle of the script. Because final_answer is designed to signal the end of…
…Mingzhe Li , , Abstract CiteTracer is a multi-agent system that detects fabricated citations by classifying them into a 12-code taxonomy and using structured extraction, evidence retrieval, and specialized classifiers for real…
…I took the liberty of converting your javascript code into python and implementing it into any-agent , which then enables the easy toggle between tinyagent and smolagents to see how the performance…
…We release the anonymized project repository, including the AgentLens-Bench dataset and AgentLens SDK, at https://github.com/microsoft/code-agent-state-trajectories/. View arXiv page View PDF Add to collection Community…