仅需Python基础,从0构建自己的具身智能机器人;从0逐步构建VLA/OpenVLA/SmolVLA/Pi0, 深入理解具身智能
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Updated
Jul 13, 2026 - Python
仅需Python基础,从0构建自己的具身智能机器人;从0逐步构建VLA/OpenVLA/SmolVLA/Pi0, 深入理解具身智能
Robotics Data Toolkit | Convert between robotics dataset formats (RLDS, LeRobot v2/v3, Zarr, HDF5, Rosbag). Inspect, visualize, and analyze datasets. Works with HuggingFace Hub. Built for OpenVLA, Octo, LeRobot, and Diffusion Policy workflows.
PickAgent: OpenVLA-powered Pick and Place Agent | Gradio&Simulation | Vision Language Action Model
ROS2-native runtime, benchmark, and adapter hub for Vision-Language-Action models.
Independent VLA research notes: OpenVLA / π0 / Spirit paper reviews, LIBERO reproduction, XLeRobot integration. Transitioning from AD motion planning to embodied AI.
FR3 robot in Gazebo integrated with 4-bit quantized OpenVLA and MoveIt
Train and deploy Vision-Language-Action models natively on Apple Silicon.
Lightweight temporal stabilization and evaluation for Vision-Language-Action models under perceptual perturbations.
Unofficial PyTorch reproduction for OpenVLA: An Open-Source Vision-Language-Action Model.
Vision Embodied End-to-end Robot Architecture - Isaac Sim 5.0.0 + ROS 2 Jazzy + OpenVLA
[ICML 2026] Think Less, Act Early: Reinforced Latent Reasoning with Early Exit in Vision-Language-Action Models
Reproducing OpenVLA-7B on LIBERO 4-suite on a single commodity GPU. 400 rollouts, 4 demo videos, 6 debugging gotchas, all open.
Experiment scaffold for testing whether action-conditioned latent future prediction improves VLA robustness under OOD perturbations at fixed latency.
Deploy Vision-Language-Action models in ROS2 systems with this native runtime, benchmark, and adapter hub.
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