Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T07:56:56.778317Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 100 of 105 outbound references and 3 inbound Pith citation observations for arXiv:2607.08448.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T07:56:56.778317Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T04:27:31.632356Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T04:27:31.834557Z
100 of 105 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4812e51e-5780-40d7-81a4-52a0575f8af6 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Brohan, N
Reference 1
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Observation b28fa1cb-1fa6-45e1-97e1-ca5a89a8264f · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents OpenVLA: An Open-Source Vision-Language-Action Model
Reference 2
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Observation 88f82533-814b-42db-9477-50e888d50e95 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Black, N
Reference 3
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Observation 14928bd2-d101-4cf4-b9b1-83294ea833dd · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization
Reference 4
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Observation e5f65f8a-6721-4f28-a172-7160b27f8906 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks
Reference 5
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Observation e3e7c9df-57f0-411b-a0b9-781e58f30c82 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents MolmoAct: Action Reasoning Models that can Reason in Space
Reference 6
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Observation 4316d137-1cb4-474f-933d-1bc11f1fcc5b · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 7
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Observation 5f41b490-6936-4ba9-b030-9f17cb065aa9 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Liang, W
Reference 8
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Observation a0d5b71f-60ad-4a64-8a76-b1b55332b606 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Singh, V
Reference 9
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Observation da912266-90ff-419b-b59e-e59ce79aa890 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gupta and A
Reference 10
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Observation 61b6b2a4-194c-47ad-a631-a6acc9bea06b · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 11
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Observation dd1ec318-ab55-40bc-b653-fccab04ef7a7 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation
Reference 12
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Observation d0968180-6a7b-4eb9-9861-3ecda8687ba2 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Playful Agentic Robot Learning
Reference 13
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Observation e46e3dfd-9528-4303-8783-16fd1e6eb2d7 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 14
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Observation 571bff5a-0fd4-4b27-b131-d5dfde89bc59 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 15
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Observation 743748b6-2084-488e-9c00-b9009e1fcec1 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 16
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Observation 7ab4e873-02e3-4344-a9be-66f9c7667ec2 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Code as Agent Harness
Reference 17
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Observation 4995e090-6d53-4a76-90b7-164b89b61ce9 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 18
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Observation 78b09dc8-195b-4476-86f1-0bc27ec5a095 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 19
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Observation 4e9eb48a-7354-498e-9ac9-790ad566cd43 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization
Reference 20
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Observation ec20893b-4e8b-42a9-b3d7-3e681d00832e · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Nasiriany, S
Reference 21
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Observation 00b25784-f928-49be-9fb6-7620706fa312 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 22
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Observation 105223df-6bb2-4346-bdf2-45dc02cbf861 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 23
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Observation 8faff38e-1710-4b2a-85bb-19a85f3564d8 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents RLDX-1 Technical Report
Reference 24
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Observation 541af09d-92d4-43fb-b1e7-c1f033d405b7 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents A Pragmatic VLA Foundation Model
Reference 25
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Observation 4d020244-7434-4706-a5f6-88a58fe2222e · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 26
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Observation c1c6abca-26af-46e1-a1cb-e92870ae8909 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
Reference 27
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Observation 597caa6f-e5d4-4498-8e63-5e4e3ee1775b · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens
Reference 28
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Observation 0ea05966-0a44-4172-8e26-bbc6e63af5f4 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
Reference 29
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Observation b57d84fd-b027-44cc-99e7-f20cf50fadfe · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing
Reference 30
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Observation 38e0171f-e2b5-4617-a99a-7035dbcaefdd · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents RT-1: Robotics Transformer for Real-World Control at Scale
Reference 31
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Observation 4fc47b35-ac34-4083-8906-4f3534c18624 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Ghosh, H
Reference 32
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Observation 40d3523b-1384-4123-aa0c-8d40437c125a · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Open X-Embodiment: Robotic learning datasets and RT-X mod- els.Online, 2023
Reference 33
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Observation 3d11c884-3540-49c8-872f-70ea00bcea0e · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models
Reference 34
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Observation 611b8d7a-3700-4ac8-980b-a6be1e8ed25a · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gemini Robotics: Bringing AI into the Physical World
Reference 35
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Observation f24d54e6-aa3c-4fd9-8111-5bfb630c55a0 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents 3D-VLA: A 3D Vision-Language-Action Generative World Model
Reference 36
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Observation ee94c6e0-a4ae-400c-ab7f-ef574118fded · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Driess, F
Reference 37
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Observation 0515c3a1-4c6c-48db-bbae-a83fea12c0ec · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 38
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Observation e064edde-c265-4655-a4d8-3661310658a3 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Huang, S
Reference 39
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Observation e4be4355-e50d-4b4f-b743-415ec556dcd7 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Shridhar, L
Reference 40
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Observation fe047d6a-fcf1-4414-add1-9d3fcb4feac6 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 41
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Observation 8a50670b-dce0-4b5c-bbb8-bf5e24319eb6 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 42
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Observation d11b5961-5de6-4cf5-bcd5-ebab817e18da · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Introducing GPT-5.2.Online, 2025
Reference 43
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Observation 3263e4f3-e913-4865-8813-ffe4bc92b439 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Pichai, D
Reference 44
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Observation 9686fe43-0609-4ecd-b9be-e567859bcb4b · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Qwen3-VL Technical Report
Reference 45
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Observation fa005d3b-c94b-4450-b1ed-b35911cf48cf · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Introducing Claude Sonnet 4.5.Online, 2025
Reference 46
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Observation 73e60a4a-9bc0-4e98-930d-6f4e80abaa6c · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Llama 4 Herd.Meta Blog, 2025
Reference 47
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Observation e37162f8-5d26-4203-bf6c-cdec2c1c1c91 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents GPT-4o System Card
Reference 48
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Observation 67142ff9-726a-4434-955d-690a261157f6 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gemini: A Family of Highly Capable Multimodal Models
Reference 49
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Observation f682a096-9478-4641-a615-b9cd8c0d2624 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Deitke, C
Reference 50
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Observation 80448d86-bea9-408c-ac44-7dfc027d249a · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 51
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Observation d3e6c078-b918-4367-8d2e-d845e7f1c7d3 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Introducing deep research.OpenAI Blog, 2025
Reference 52
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Observation a8ec82f2-2f74-40f5-84a3-e041cb129ac4 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gemini Deep Research.Google Blog, 2024
Reference 53
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Observation 0cca97aa-121a-467a-933c-d93da70d0754 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents MMSearch-R1: Incentivizing LMMs to Search
Reference 54
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Observation a100912a-4bb8-4824-822e-d1489526ba12 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
Reference 55
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Observation 35e48af3-8fa2-45ec-8690-f5b54a286671 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Huang, Y
Reference 56
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Observation aff21c82-479b-4aa2-b26a-8e1c8328f76f · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 57
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Observation 9585bfc5-56c0-484f-b98b-baf2ab0d31ff · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents WebSailor: Navigating Super-human Reasoning for Web Agent
Reference 58
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Observation 85a73bd2-e751-4847-8d11-da4a5bbe839e · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 59
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Observation a68f4efd-fefc-40af-aaf3-647509499690 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model
Reference 60
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Observation 7276f860-cacf-467d-ab8f-bcd571eee7ad · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents ChatGPT for Robotics: Design Principles and Model Abilities
Reference 61
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Observation 43ce08da-f4a9-415b-8dcd-48b3aacb82b6 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
Reference 62
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Observation f7b33d8d-bae2-4729-8325-8831f1a07a4e · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Sur ´ıs, S
Reference 63
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Observation 2983f792-a709-465d-b55e-e4a1c29f6e72 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models
Reference 64
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Observation 392ec263-e8d4-4376-b066-d9e5f4a10e59 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Goldberg, K
Reference 65
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Observation d294c331-0773-444d-b704-d388ab3c6e7c · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 66
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Observation f100d679-b18a-48ad-9cee-4d1c92564f77 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents ASPIRE: Agentic /Skills Discovery for Robotics
Reference 67
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Observation a939b837-94c5-4166-9fa8-2bcce0feb2c4 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Shinn, F
Reference 68
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Observation 1ca26a70-953d-4595-abba-62bc4af54d05 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Madaan, N
Reference 69
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Observation 66e0dc2f-894b-4449-8ddc-5ea3d26cdf99 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 70
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Observation 891e8fab-46a1-496d-a9b7-c618dd7435b3 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Yoneda, J
Reference 71
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Observation 50ffecb6-e431-4f0a-8df3-15892eeb3757 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 72
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Observation 03b09e8e-6090-416e-be7f-c632603ea4b7 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Inner Monologue: Embodied Reasoning through Planning with Language Models
Reference 73
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Observation c25e87e5-bfee-436e-a49f-8aa8f3ef75ae · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 74
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Observation 46c7ef23-71b0-4361-b271-66faa3969b5d · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 75
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Observation 70f17028-2155-4fdc-a1ef-ea157048553f · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
Reference 76
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Observation e580137a-ea90-4ccc-8ba0-61952fd5d138 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 77
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Observation c547aa4f-1355-4698-88f7-15b23f62a297 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 78
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Observation dc9d3276-a371-45b8-9aae-1ea94a8a2bd5 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents task":"put the black bowl on the wooden tray
Reference 79
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Observation caaee0b6-b989-4f7c-9be0-1f1c2000f984 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents On this seed, the agent searches for a successful primitive sequence and stores the resulting audit summary and JSONL command trace as Task Specific Memory
Reference 80
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Observation c5e72b3c-9912-4291-93fe-05065834e133 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents seen” and “unseen
Reference 81
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Observation 37a64f60-9e7e-4e37-a0a0-1f20dd0b110d · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 82
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Observation 3daad53e-742d-44e7-9c27-7977952e0153 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 83
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Observation 37a9f046-5f95-43ae-b4a3-2c3b60a62249 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 84
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Observation 33e26275-81cc-41ee-bf50-76ad317b0f73 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
Reference 85
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Observation 0e10931b-e5ac-4895-9868-042d6c808d3e · outbound
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Observation 8c6eb880-d7d9-43d8-b523-0ed46b97d127 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents 33 This perception rule is paired with the same REPL-style execution contract used throughout the paper:
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Observation fcd196a6-ef52-4b94-b79b-cece76b8d379 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
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Observation 0dc68d12-8282-49bc-8998-818059be2cdd · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
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Observation 26e42c8d-0793-4129-845e-03090a9dd3cb · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
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Observation 78ace0b6-1442-43f0-a849-efe9f8acc59b · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
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Observation 161504bb-9b06-4872-94b7-25ad8233d9f2 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
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Observation 6da16aa8-1bba-4592-b703-1aa9b3fb4784 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Unresolved cited work
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Observation bbdffc4a-d03c-45c7-bbc2-5c0360f8a3a5 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents We separate the instantiation into interface-level fields and environment-context fields
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Observation 1e538601-7c6f-4c64-b8aa-7c808b88f006 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Optimize {SUCCESS_SIGNAL}, not a visual guess
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Observation 6371d002-901b-4b75-9b93-5d59be947522 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Use RGB for semantic identity and depth/world maps for metric localization
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Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Wait for the driver result
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Observation 3bb6a866-e667-4222-bd57-176cd88c64de · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Preserve exact syntax and controller semantics, including gripper sign, arm binding, chunk budgets, and step costs
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Observation 00122fac-7e18-4420-a652-d99bf3342503 · outbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Use analytic primitives for grounding, staging, free-space transport, release, verification, and recovery
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Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents It is authoritative
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SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents
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Observation 13787b4c-8da4-476e-8b01-6066044ddc0d · inbound
SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents
Reference 60
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Observation 17af7805-13ab-4e15-b3c4-462a026e0f97 · inbound
CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents
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