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Embodied AI 101
VetenskapTeknologi

# Robotics: The Endgame

34 min•14 maj 2026
Technical roadmap mirroring LLM scaling: critiques VLAs, advocates video world models as second pretraining phase, introduces World Action Models (WAM), manipulation data flywheels, EgoScale with new Dexterity Scaling Law, and DreamDojo end-to-end neural physics engine for sim RL.

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Hy-Embodied-0.5-VLA: A Massive Bimanual Teleoperation Dataset for Vision-Language-Action
•21 min
Q-Guided Flow: Test-Time Gradient Guidance of Flow Policies
•35 min
Flow Reversal Steering: Guiding Diffusion-Based Robot Policies with High-Level Reasoning
•38 min
Test-Time Compute Scaling for Robot Policies (DIRECT)
•25 min
LabVLA: Bringing Vision-Language-Action to the Chemistry Lab
•42 min
Humanoid-GPT: A Foundation Model for Zero-Shot Humanoid Control
•26 min
CHORUS: Decentralized Multi-Robot Collaboration with a Single Shared VLA Model
•37 min
RISE: Self-Improving Robot Policy with Compositional World Model
•40 min
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control
•35 min
Robix: A Unified Model for Robot Interaction, Reasoning and Planning
•35 min

Embodied AI 101 med Shaoqing Tan finns tillgänglig på flera plattformar. Informationen på denna sida kommer från offentliga podd-flöden.