The first comprehensive survey of RL-VLA： A Survey on Reinforcement Learning of Vision-Language-Action Models for Robotic Manipulation！ 🔗： https://t.co/OgoVXe2xaH 🚩 Explain how RL enhances VLA systems by introducing reward driven exploration and self corrective behavior,

🤖 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),

@ICCV2025 paper! 🆕 Meet AnyBimanual: a plug-and-play way to transfer any pretrained unimanual policy into a general bimanual policy with just a few demos. 🔧 Skill Manager: dynamically schedules reusable unimanual skill primitives for each arm 👀 Visual Aligner: soft-masking

@ICCV2025 paper! 🆕 Meet GWM: Towards Scalable Gaussian World Models for Robotic Manipulation 🌍 3D Gaussian splats → scalable, geometry-aware world modeling 🎥 Action-conditioned future imagination with diffusion transformers 🤖 Serves as both a strong encoder for imitation

🚀 New @IROS2025 paper! 《 Embodied Instruction Following in Unknown Environments 》 🌍🤖 Tired of LLMs hallucinating actions in unseen spaces? This framework dynamically plans & executes tasks while exploring unknown scenes. 🔗 Read more: https://t.co/uGHU2nIPcF #EmbodiedAI

🚀 New @IROS2025 paper! 🆕 Meet AnyView: the 3D object detector that adapts to your frames — 1 or 50, it just works. 📦 No more overfitting to fixed views 🤖 Built for real-world real-time mobile robots ⚡️ Efficient, scalable, deployable 📄 Paper Link: https://t.co/11i4f8WiOL