🤖 World Action Models predict the future to act better. However, WAM research remains fragmented in code, ad hoc in design, and unprincipled at scale.
💡 Today, we release 𝗢𝗽𝗲𝗻𝗪𝗔𝗠: 𝗔𝗻 𝗢𝗽𝗲𝗻, 𝗠𝗼𝗱𝘂𝗹𝗮𝗿 𝗘𝘅𝗽𝗹𝗼𝗿𝗮𝘁𝗶𝗼𝗻 𝗧𝗼𝘄𝗮𝗿𝗱𝘀 𝗦𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰
I’ve been roommates with Yiming for almost 2.5 years. Aside from being a world-class expert on VLMs, he has always been the Doraemon guy who pulls out the perfect software tools every time I ask for them.
This time, he developed his own tool, a masterpiece software for
Introducing Lattice, a local LaTeX workspace for your research.
A paper is more than a .tex file: the papers you cite, notes, slides, Overleaf co-authors and now an AI agent.
I wanted it all in one app, so I built it.
Free to download, open source:
leo1oel.github.io/lattice
OpenWAM won Best Paper at the CoRL TAG workshop. Unfortunately I could not make CoRL in person, but Kefei will be presenting our oral presentation at the workshop. Pls stop by☺️
🤖 World Action Models predict the future to act better. However, WAM research remains fragmented in code, ad hoc in design, and unprincipled at scale.
💡 Today, we release 𝗢𝗽𝗲𝗻𝗪𝗔𝗠: 𝗔𝗻 𝗢𝗽𝗲𝗻, 𝗠𝗼𝗱𝘂𝗹𝗮𝗿 𝗘𝘅𝗽𝗹𝗼𝗿𝗮𝘁𝗶𝗼𝗻 𝗧𝗼𝘄𝗮𝗿𝗱𝘀 𝗦𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰
Qwen plays robots🔥!
Check out @zuo_yuxin@x_h_ucb ‘s brainchild, an open and highly-performant harness for robot-use agents! Glad to have played a small part in the project😤
‼️ Can Qwen directly control the robot as well as GPT-6 Astra?
🚀 Introducing uni-robot-agent: a unified harness for Robot-Use Agents (RUAs), a first step toward RUA training and local deployment.
We tested uni-robot-agent with Qwen3.8-Flash-Next running locally:
1️⃣ On
Check out @grandpadzb 's new work on streaming action tokenization! Zibin is the goat on action tokenization, and his works highly inspiring. I believe more compact and structured action representations can lead to faster adaptation, and can't wait to see what's next!🐐🐐🐐