RoboMME benchmarks robot memory across 16 tasks with 14 policies
chris_j_paxton · x · 2026-07-24
A RoboPapers discussion on robot memory highlights the field’s core challenge: long-horizon memory for manipulation and language understanding.
- The quoted work, RoboMME, introduces a large benchmark for robot memory and language understanding.
- It covers 16 robot tasks, including counting objects and timing-related skills.
- The benchmark evaluates 14 memory-augmented generalist policies across these tasks.
- The conversation frames the current state of robot memory methods, evaluation, open challenges, and future opportunities.
Related event: RoboMME: A New Benchmark for Evaluating Robot Long-term Memory(4 posts)→
More from Embodied
- Munro Live Posts Full Cybercab Engineering Deep-Dive Video — yunta_tsai · 2026-10-27
- Tesla's Robotaxi Fleet Keeps Growing in Austin — yunta_tsai · 2026-10-27
- Building Halo Infinite Forge maps with local LLMs, DCjson and Blender MCP — swagonflyyyy · 2026-10-27
- SoftBank-Backed XAG Ships Drones With Autonomous Docks That Clean, Recharge and Refill — pstAsiatech · 2026-10-27
- Toyota Enters Humanoid Robot Race Against Tesla and China With 20 Years of Research — pstAsiatech · 2026-10-27
- Robot learning researcher joins Mila to work on physical AI and RL — pcastr · 2026-10-27