AI ROBOT / EMBODIED AI

Vision-Language-Action (VLA) models, reinforcement learning, and open-source robotics.

☁️ TOPIC CLOUD EMBODIED AI

Embodied AI World Models Wheel-Legged Robots Robot Learning Autonomous Navigation Quadruped Robotics Reinforcement Learning Biomechanics MuJoCo OpenVLA LeRobot pi0 Sim-to-Real ROS 2

WAVE-Go: Bridging World-Model Navigation and Adaptive Wheel-Legged Execution

EMBODIED-AI

📅 September 17, 2026 ⏱️ 8 min

WAVE-Go: Bridging World-Model Navigation and Adaptive Wheel-Legged Execution

WAVE-Go introduces an interruptible image-goal navigation framework for wheel-legged robots, balancing predictive world-model planning with real-time reactive execution.

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Harnessing Nonlinear Body Oscillations in Quadruped Deep Reinforcement Learning

EMBODIED-AI

📅 September 10, 2026 ⏱️ 8 min

Harnessing Nonlinear Body Oscillations in Quadruped Deep Reinforcement Learning

New arXiv research demonstrates how incorporating spine compliance and mechanical resonance into neural policies drastically lowers quadruped Cost of Transport.

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Open VLA and the Rise of Open-Source Physical Intelligence: From pi0 to LeRobot

EMBODIED-AI

📅 September 9, 2026 ⏱️ 7 min

Open VLA and the Rise of Open-Source Physical Intelligence: From pi0 to LeRobot

How open-weight Vision-Language-Action foundation models, imitation learning libraries, and democratized hardware are accelerating sim-to-real robotic policy transfer worldwide.

By: AI ROBOT Editorial Staff Read story →