Embodied AI 101

Shaoqing Tan
  • 5.0(1개의 평가)
  • 과학 기술
  • 매일 업데이트

Stay in the loop on research in AI and physical intelligence.

  1. 9시간 전

    Contact-Grounded Policy: Dexterous Visuotactile Policy with Generative Contact Grounding

    Learns dexterous manipulation policies that explicitly ground actions in generative contact predictions from visuotactile observations, improving robustness on contact-rich tasks.

    27분

  2. 18시간 전

    Freeform Preference Learning (FPL) for Robotic Manipulation

    Introduces multi-axis preference supervision to learn dense, language-conditioned rewards across speed/precision/subtask axes without segmentation; enables compositional generalization and better long-horizon credit assignment than single-reward baselines.

    49분

  3. 1일 전

    Orca: The World is in Your Mind

    Proposes a general world foundation model leveraging Next-State-Prediction to jointly generate text, images, and embodied actions within a unified framework.

    29분

  4. 1일 전

    Qwen-RobotNav: A Scalable Unified Navigation Model for Agentic Robotics

    A unified 2B–8B parameter model for robot navigation tasks (VLN, ObjectNav, tracking, autonomous driving) via a configurable observation protocol, with demonstrated zero-shot deployment on real quadruped robots using agentic planners.

    37분

  5. 5일 전

    Scaling Robot Skills from Cheap Human Videos

    Replaces noisy 6-DoF hand poses with relative wrist translation as a shared action space between humans and bimanual robots, enabling scalable skill acquisition from inexpensive video data. This approach outperforms full-pose baselines for robot skill learning.

    15분

  6. 5일 전

    ABC: An Open Behavior Cloning Stack for Bimanual Manipulation

    Large-scale open-source framework for real-world robotic manipulation using behavior cloning, including the ABC-130K dataset with 3,500 hours and 130K+ episodes across 195 tasks. Provides hardware setups, simulators, and training recipes for Diffusion Transformers and Vision-Language-Action models.

    33분

  7. 5일 전

    Qwen-RobotManip: Alignment Unlocks Scale for Robotic Manipulation Foundation Models

    Presents alignment techniques to scale robotic manipulation foundation models, building on the Qwen model family for dexterous robot control.

    20분

  8. 6일 전

    ASPIRE: Automated Skill Discovery for Robotics

    Introduces the first automated system that continuously discovers, evolves, and accumulates reusable sensorimotor skills via evolutionary search over control programs, enabling compounding multi-task, sim-to-real, and cross-embodiment transfer without retraining end-to-end policies.

    31분
모두 보기(167개)

소개

Stay in the loop on research in AI and physical intelligence.

정보

  • 제작진
    Shaoqing Tan
  • 방송 연도
    2025년 - 2026년
  • 에피소드
    167
  • 등급
    전체 연령 사용가
  • 저작권
    © 2026 Shaoqing Tan

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