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A curated research map of foundation-model-driven embodied agents, starting with harnesses, action interfaces, and evaluation.

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Awesome Foundation-Model-Driven Embodied Agents

A curated list of foundation-model-driven embodied agents, starting with harnesses and evaluation.

Agent Harnesses

  • 2026-10-20 Open Gemini Robot Harness: Bimanual robot harness with calibrated visual observations, skill programs, and motion checking. Code: GitHub Website: Project
  • 2026-10-16 SenseNova-RoboRSI: Recursive Self-Improvement for Embodied Agents. Code: GitHub
  • 2026-10-16 HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents. arXiv: 2610.23479 Code: GitHub
  • 2026-10-15 ORA: Open Robot-Use Agents. Code: GitHub Website: Blog
  • 2026-10-08 RoboRSI: Multi-agent harness for robot self-improvement. arXiv: 2610.12424 Code: GitHub
  • 2026-09-09 Show-Harness: Just a VLM Agent Can Play Robots. arXiv: 2609.10522 Code: GitHub
  • 2026-08-24 Embodied Harness: Semantic robot tools built on DeepSeek Harness. Code: GitHub
  • 2026-07-09 RPent: Agentic Infrastructure for the Physical World. arXiv: 2607.08448 Code: GitHub
  • 2026-06-30 ASPIRE: Agentic /Skills Discovery for Robotics. arXiv: 2607.00272 Code: GitHub

Evaluation & Environments

  • 2026-10-19 Embodied First Exam: Robot tasks for coding agents. Code: GitHub Website: Project
  • 2026-09-21 Robo Use: Robot-use tasks and evaluation through a shell interface. Website: Project Docs: Guide

Comparison notes · Contributing · CC0-1.0

About

A curated research map of foundation-model-driven embodied agents, starting with harnesses, action interfaces, and evaluation.

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