用慢速潜空间扩散动作块保留复杂轨迹建模,并用24FPS触觉/力校正做接触闭环;作者在双Flexiv Rizon 4三任务协议中给出明确分母、公开代码/数据/权重,但尚未跨本体或独立复现。
- 代码 · 已核验官方资源
审核码:verified_official; 官方关系:verified_substantive_official_repository_fixed_commit; 最近核验:2026-08-13代码:released
权重:released separately
数据:released separately
许可证:MIT;Repository source only; bundled upstream notices, ROS/Flexiv/Quest/sensor software and hosted artifacts retain their own terms.
依赖:Ubuntu 22.04、ROS 2 Humble、Python environment with PyTorch 1.13.1+cu117、TactAR Unity app、matching task calibration and data preprocessing
硬件/传感器:Flexiv Rizon 4 with GRAV gripper for the documented default、Meta Quest 3、RealSense cameras、optional GelSight Mini or MCTac tactile sensors、CUDA workstation; README suggests high-performance CPU for GelSight Mini
实机证据:Author paper uses two Flexiv Rizon 4 arms and GRAV grippers across peeling, wiping and bimanual lifting; each test-time variation has ten trials.
独立复现:No independent paper-comparable real-robot reproduction or failure report verified.
限制/反面证据:TactAR Unity companion has no root license at reviewed commit;No container lock or full hardware-calibration closure;No independent reproduction;Arm-only author evidence; no humanoid, wheeled-arm or legged proof
当前建议:高潜待持续验证;Licensed implementation plus explicit real-arm task configuration makes this a worthwhile controlled reproduction target, while independence and hardware closure remain open.
重点标签:视觉触觉主流技术2.0、慢快闭环、接触操作改进版、近期热门、社区验证待补
核验来源:来源 1 · 来源 2 · 来源 3
- 数据 · 已核验官方资源
审核码:verified_official; 官方关系:verified_public_nongated_fixed_revision; 最近核验:2026-08-13代码:released separately
权重:released separately
数据:public non-gated Hugging Face revision
许可证:MIT;Dataset-card declaration; no full-byte download, consent, privacy or third-party asset audit was performed.
依赖:Hugging Face download client、matching RDP preprocessing/configuration、tactile embedding workflow
硬件/传感器:About 198.2 GB listed local storage before preprocessing、CUDA workstation for training
实机证据:Author paper reports 60 peeling, 80 wiping and 50 bimanual-lifting TactAR demonstrations, plus 30 minutes GelSight Mini and 40 minutes MCTac random-interaction data for tactile embedding.
独立复现:Public manifest is verified but no independent end-to-end download, data-quality audit or physical replay verified.
限制/反面证据:Listed byte total is manifest-derived, not a completed content-hash audit;No verified consent/privacy ledger;Arm-only data;Model card MIT declaration must not be expanded to hardware and external dependencies
当前建议:可复现数据候选;A large public, nongated fixed revision supports controlled reproduction, but all content, schema and consent claims require downstream audit.
重点标签:视觉触觉真机数据、双臂接触操作、AR遥操作、MIT声明、需下载复核
核验来源:来源 1 · 来源 2
- 权重 · 已核验官方资源
审核码:verified_official; 官方关系:verified_public_nongated_fixed_revision; 最近核验:2026-08-13代码:released separately
权重:public non-gated Hugging Face revision
数据:released separately
许可证:MIT;Model-card declaration; use requires matching data, code, hardware and upstream dependency checks.
依赖:Matching RDP source/configuration、PyTorch 1.13.1+cu117 path documented by authors、task-specific calibration and tactile representation
硬件/传感器:About 64.1 GB listed local storage、CUDA workstation、documented Flexiv/GRAV/Quest/camera/tactile setup for physical execution
实机证据:Paper reports author dual-Rizon evaluation; hosted checkpoints have not been independently run on the physical protocol.
独立复现:No independent checkpoint execution or paper-comparable real-robot report verified.
限制/反面证据:Listed bytes not hash-audited by this review;No container or complete physical calibration closure;No independent paper-comparable rollout;MIT model-card declaration does not override robot SDK or dependency terms
当前建议:可复现权重候选;Fixed public checkpoint revision makes a controlled replay possible, subject to exact hardware, calibration and data-pipeline reconstruction.
重点标签:视觉触觉策略权重、慢快闭环、MIT声明、需真机复核
核验来源:来源 1 · 来源 2