Galaxea Dynamics
@GalaxeaDynamics
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An open, full-stack robotics platform by Galaxea Dynamics. Discord: https://t.co/CVwj0MawIQ
Global
Joined May 2024
Amazing work by Prof. Fei-Fei Li and team! 🚀 We’re so excited to see the 1st BEHAVIOR Challenge @NeurIPS 2025 powered by our R1 Pro. Galaxea Dynamics will provide full support — looking forward to seeing brilliant teams join and push the frontier of embodied intelligence
(1/N) How close are we to enabling robots to solve the long-horizon, complex tasks that matter in everyday life? 🚨 We are thrilled to invite you to join the 1st BEHAVIOR Challenge @NeurIPS 2025, submission deadline: 11/15. 🏆 Prizes: 🥇 $1,000 🥈 $500 🥉 $300
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Galaxea Developer Ecosystem: VLA That Can Play Ping-Pong! VLA Enters Dynamic Interaction for the First Time Released jointly by MIT and NVIDIA! @jmtang42
#VLA #embodiedAI
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Long horizon robotics is hard. Robots drift, forget the goal, and fall apart when a task takes hundreds of steps. This small independent team hit rank 1 on Stanford’s Behavior1K benchmark by Fei Fei Li’s lab… Ahead of teams from NVIDIA, CMU, and several big labs. What they
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Our team won the BEHAVIOR-1K Challenge at @NeurIPSConf It started as a random call with @zaringleb (who I didn't know back then), who told me about the competition and invited me to join the team, and turned into two months of evenings and weekends teaching the robot to do home
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Why long horizon robotics is hard and how we tackled it for BEHAVIOR-1K competition by @drfeifei to get rank #1 Robots do not just need to act correctly once. They need to stay on track for hundreds of steps without drifting or forgetting the goal. #NeurIPS2025 #Behavior1K 👇🏻
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Let's play ping-pong!!
Even large VLAs can play ping-pong in real time! 🏓⚡️ In practice, VLAs struggle with fast, dynamic tasks: • slow reactions, jittery actions. • demos often shown at 5-10× speed to look “smooth”. We introduce VLASH: • future-state-aware asynchronous inference with >30Hz
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Developer Ecosystem｜A New Benchmark for World Modeling from Egocentric Robotic View #Robotics #EmbodiedAI #robot #galaxea
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When training RFMs, in the wild data has shown to be the most effective. But, collecting data for real world applications like our mobile bin-picking is still labor intensive. At @yonduai, we answered a key question, how can robot operators do the least amount of work? How can we
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Robotics keeps getting better at seeing the world, but very few models can explain... HOW actions change it. [ 📍 Everything is open-sourced] Most benchmarks test passive perception. Almost none test interaction. That is why ENACT stands out. It asks a simple question with big
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📢 RoboChallenge Committee Established! To bridge the gap to Action Intelligence, we need real benchmark. 🦾 Partners: @Dexmal_AI , @huggingface, BAAI, @AgiBot_zhiyuan,@GalaxeaDynamics,@XSquareRobot,Qwen,@gosimfoundation & others. Define the standard for real-world robot eval.🌐
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Love this shift from watching to acting. Excited about ENACT.
To capture this, we treat the world as a puzzle formulated as a POMDP. The pieces? Scene graphs as states, scene-graph deltas as actions, and egocentric RGB frames as observations. But how do we get scale without human annotations? We turn to modern simulation. Using
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Fei-Fei Li: “There’s nothing artificial about AI. It’s inspired by people. It’s created by people. And most importantly, it impacts people.” Watch the full interview with @theworldlabs CEO @drfeifei on Lenny's Podcast (@lennysan): https://t.co/ViIGsJmLaa
Dr. Fei-Fei Li (@drfeifei) is known as the “godmother of AI.” For the past two decades, she’s been at the center of AI’s most significant breakthroughs, including: - Spearheading ImageNet, the dataset that sparked the AI explosion we’re living through right now. - Leading work
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🤖 NTU @NtuLab38456 launches RoCo Challenge 2026 @ AAAI! Defining the benchmark for embodied AI in industrial collaboration.RoCo invites global teams to explore the frontier of Human–Robot Collaboration (HRC). 🔗 https://t.co/FwwnuW9YIv
#AAAI2026 #RoCo2026 #EmbodiedAI #Robotics
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🚀 Developer Ecosystem｜SafeBimanual @NtuLab38456 — a plug-and-play safety module for diffusion-based bimanual control. +32.5% task success, −30% unsafe actions on our Galaxea R1 robot. Accepted to #CoRL2025 🤖 #Galaxea #Robotics #AI #EmbodiedAI #humanoidrobot
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🤖 Join the RoCo Challenge @ AAAI 2026! 🏁 The RoCo Challenge 2026 invites researchers and innovators worldwide to explore the future of Human-Robot Collaboration (HRC). Hosted during AAAI 2026, this competition—jointly organized by Nanyang Technological University (NTU),
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Join our discord:
discord.com
Working on humanoids and mobile manipulation. In scaling law, we trust. | 25 位成员
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