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History / Review AsyncVLA

Revisions

  • Add ICRA 2026 (Vienna) VLA & manipulation analysis - New venue: ICRA hub + ICRA-2026 index + ICRA-2026 VLA & Manipulation Survey (5,088 submissions record; ~2,820 archival + 131 late-breaking; 11 themed clusters) - 10 web-verified per-paper pages: VLA-Reasoner, FD-VLA, OmniVLA(nav), Dexora, Flow Policy Optimization, MAP-VLA, Goal-VLA, LightVLA, VLA-Practicality, Galaxea+G0 - Cross-linked into Home, sidebar, and topic reviews (Architecture, RL, Memory, Goal-Image-Conditioning, Dexterous, AsyncVLA) - 0 dangling wikilinks across 212 pages Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

    @Heungwoo Heungwoo committed Jun 1, 2026
  • Source-verification audit: fix fabrications, rename PI slugs, link hygiene, add foundational pages - Re-verified all 195 pages vs original sources; removed 47 confirmed fabricated tables/numbers, restored 19 false-positive deletions (full-PDF re-check) - Renamed PI tech-report slugs ICLR-2026-pi07/pi06/RECAP -> PI-pi07/PI-pi06/PI-RECAP (these are PI technical reports, not ICLR 2026 papers); updated 171 wikilinks - Fixed 60 broken wikilinks -> 0 dangling across the wiki - Added foundational pages: OpenVLA, ReKep, AgiBot World Colosseo, RoboBrain 2.0; linked from Home + sidebar + venue indexes Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

    @Heungwoo Heungwoo committed Jun 1, 2026
  • Fix broken mermaid diagrams in Review-AsyncVLA - Section 3.1 architecture diagram: curly braces inside node labels (I_{t-k}, z_{t-k}, a_t..a_{t+H}) were parsed as rhombus boundaries by the GitHub mermaid renderer, and underscores triggered italic markdown. Replaced with quoted-string labels and (t-k) notation. - Section 4.1 trajectory re-weighting diagram: the decision diamond {|...|} was being parsed as a hexagonal double-stroke rhombus shape, leaving the comparison text outside the shape. Replaced with a single-stroke rhombus {"..."} and simpler condition text. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

    @Heungwoo Heungwoo committed May 6, 2026
  • Add AsyncVLA (Hirose/Glossop/Shah/Levine, Feb 2026) page + in-depth review - ICLR-2026-AsyncVLA.md: per-paper page on the first hierarchical VLA explicitly designed for seconds-scale cloud-to-edge latency. 8.26B OmniVLA on remote RTX 4090 (5 Hz) + 76M Edge Adapter on Jetson Orin (8 Hz), separated by WiFi with 0.28-6 s delay. 85% success vs. 45%/60% baselines on Vizbot ground-robot navigation. - Review-AsyncVLA.md: 11-section long-form review covering architecture, the two-observation re-conditioning trick, two-stage end-to-end fine-tuning, trajectory re-weighting, full numbers, comparison to RTC / Fast-in-Slow / pi0.7 on the latency axis, and a manipulation port hypothesis. - Home.md, _Sidebar.md, ICLR-2026.md: index/sidebar entries for both pages. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

    @Heungwoo Heungwoo committed May 6, 2026