Dogun Kim

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2025/05/16 1

논문 리뷰) Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

Diffusion Policy: Visuomotor Policy Learning via Action Diffusion https://arxiv.org/abs/2303.04137 Diffusion Policy: Visuomotor Policy Learning via Action DiffusionThis paper introduces Diffusion Policy, a new way of generating robot behavior by representing a robot's visuomotor policy as a conditional denoising diffusion process. We benchmark Diffusion Policy across 12 different tasks from 4 di..

논문 2025.05.16
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Dogun Kim

Dept of AI, University of Seoul

  • Studying N
    • 논문 N
      • CV
      • NLP
      • E2E Autonomous Driving (VLM)
      • E2E Autonomous Driving (MBRL)
    • Autonomous Driving
      • 1. Perception
      • 2. LiDAR Perception
      • 3. Sensor Fusion
      • 4. Motion Planning & Control
    • Reinforcement learning
      • 0. Intro
      • 1. Tabular Solution Methods
      • 2. Approximate Solution Methods
      • 3. Frontiers
    • Deep Learning
      • 0. Intro
      • 1. PyTorch
      • 2. Natural language processing
    • 학부 수업
      • 데이터마이닝
      • 확률 및 랜덤 프로세스
      • 학부 수업
      • 정보이론
      • 컴퓨터비전
      • Reliable AI
    • Data Science
      • Data analysis
    • Robotics
      • ROS

Tag

retinaface, PointNet, reinforcement learning, nuscenes 데이터셋, 3d 객체 검출, carla v2, 강화학습, kitti 데이터셋, 자율주행, model-based rl, planning algorithm, 3d bounding box, think2drive, #computervision #cameraprojection #projectivetransformation #weakperspective #orthographicprojection #affineprojection #homocoordinates #calibrationmatrix #vanishingpoint, waymo 데이터셋, pointnet++, giou, world model, 자율주행 데이터셋, 자율주행 평가 지표,

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