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Paper Citation Record · LEDGER

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models

As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.03751.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.03751 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T00:12:42.173815Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9c41f00-8acd-4a34-9844-43c103b6fea4 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models RT-1: Robotics Transformer for Real-World Control at Scale

Reference 1

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:8673637d53db536af098c1d62fa267e380299134508f124e22b665799164f485

Observation b37b436e-cc10-48cb-9908-9e0247e8eae7 · outbound

This paper cites Zitkovich, T.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Zitkovich, T

Reference 2

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:5714cdf32a1490c639b413b4c053dd5870ff4517920bf155e93cf3bf0353bf4c

Observation ebd3e539-f88f-43c9-9b78-d8f78aa5e9b8 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 3

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:597b2233f73aec7af09fc12596db393a7575bafc1ab87ab27a098548cdabeee3

Observation 1c9f3af7-0e16-4934-94d1-aaf24bb78dbb · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 4

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:6527d204077c586c3909786b611b6cd0543039be9a59f465bfef092a08c2ee55

Observation 963b690a-26d5-4bba-b284-4c8b9b5c5415 · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 5

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:9ec3f0da1ad1b2d8cf71fa0606252c81e66942f8c901e869492926e8c315869b

Observation 6242adec-e1ba-4a75-9022-3130b77b2e6e · outbound

This paper cites GPT-4 Technical Report.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models GPT-4 Technical Report

Reference 6

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:325b5f385daa88cb2e2024d1bf5703cb108b03ba2372b31844e3407001e189dc

Observation 407557f4-7a9e-4c1b-9134-4b9160777518 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 7

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:681e2be4a528c1f644269bde466e831a209d7919d4589f7bc516294b10004451

Observation 1ad10f8f-a869-417d-8a26-32d41efb0d57 · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Octo: An Open-Source Generalist Robot Policy

Reference 8

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:1026fd432ef57d839473b26dab902b938d40144167695bdfcdedef1e8c7779bb

Observation cf2610c6-52dc-474f-8d42-5cef980d7903 · outbound

This paper cites ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy

Reference 9

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:29373da0529eccfaf480a14702445a1b6604b055bc73d556e2b88b01d8ff4762

Observation ebd05c0f-a14e-4d98-9673-93368ad59f8b · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 10

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:8042bfb805948fd97cde735e6af252e2a78815b7c14dbc1f909c27f724295a97

Observation 97f0658b-02a7-4c93-9d78-10a412a7a69e · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 11

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:e20b833900a4e231fef7e2dca6d656026f19d451889302ed79e26c64e2ffa61c

Observation 413951ca-509b-47d4-bcf3-9bd2ec217921 · outbound

This paper cites FAST: Efficient Action Tokenization for Vision-Language-Action Models.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models FAST: Efficient Action Tokenization for Vision-Language-Action Models

Reference 12

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:ef4d6001848749c47d9fed1e1288be9900dd3bed9738ade79189bcff411535b0

Observation 753cb208-2ec9-419e-805d-dfa4908f8849 · outbound

This paper cites Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success

Reference 13

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:7bb4d013b1bcdae0276ea74b28bc96dd5115468452d1dbc5e711c2e8a940b448

Observation 63049f29-d705-403a-bf7d-694b985bb3ce · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 14

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:4c50128dd9045d2e63d04efb1e69c17828175775e18b0362ea3a241151c5e216

Observation 61600ce1-1a2c-428e-927c-071c64e21da4 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 15

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:b9a5d6818284121a54d67922e41156328d9c88a83d5ebcd7b56f9bf3676e246b

Observation 07745270-4532-402c-a88c-2e3b12c5b086 · outbound

This paper cites De Haan, D.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models De Haan, D

Reference 16

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:6be3e0413c5338b3046ecce74bb77d1a46e9a613b7d32318ddbbb4537dc62d4a

Observation a00e7175-2b2b-4d71-89d7-11775d694ea7 · outbound

This paper cites Codevilla, E.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Codevilla, E

Reference 17

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:0f7f2af6c799dfe2c1101e69b6ecabee363d104b7a751fd61c6419b9c4f2d333

Observation 540b5e88-05e0-45ad-81c3-4d54ec27911f · outbound

This paper cites Nakamoto, O.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Nakamoto, O

Reference 18

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:05ab0bbc9ab490ccf83ac2f35869c603ecfe8e2a160e7f0ba6a4f0401e41a553

Observation d9f7b21c-f5de-478e-94eb-c06d6d3af9cd · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 19

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:3a7415f1eb29720e63e3b1ffc14b13764e19546248e816908413988504c8665f

Observation e2f807f9-9991-4e96-a0f7-52c32d2fd456 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 20

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:8b361f94e6c7c51a046228fa759a52c1d47af6257f48632330fe5f5328235268

Observation 9c66b341-7236-4836-b556-73bab899971e · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 21

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:fe8ee9a2ed3ce5313a063d5eca69a8ab4cc925eab1ffada36c39307011a89c71

Observation 8f23ab5a-ffab-431e-9636-46fa9a2f5716 · outbound

This paper cites $\pi^{*}_{0.6}$: a VLA That Learns From Experience.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models $\pi^{*}_{0.6}$: a VLA That Learns From Experience

Reference 22

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:742f227145c53680389eb737cec728d4f498b7f992cbc35d1a71baa90bace7e5

Observation fe263c57-df8d-4369-b805-f3561b7fed58 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 23

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:4700b44221f45f367d9c353b8a62d3384028bac027e9446eb1f7a0a8e4b2669b

Observation 172f43be-29c7-44a1-b6cb-1e2ffa4ff5dc · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 24

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:d461a7d1b9d7a8ac5eb3e84bf72f8d96e4a8c3501f5e3991a108d2370143c6ef

Observation 8420b2a8-1ea8-4ccc-9c4c-142ebef45f0f · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 25

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:f102949e1be54b6fa0e816c23053b038de7fa69dd61614cd1820b343972f9a1b

Observation f2c9f467-d6e8-45cd-a781-71fe49916d3d · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 26

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:87268f3ff798f94a5b642ae357fd45afdd192c23ec0578eb0ac4c411dadb2a2a

Observation 79f27524-f075-43bd-9e96-19f11993931d · outbound

This paper cites Lightman, V.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Lightman, V

Reference 27

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:3b07a567e687cf065d90c8420565f608061d975365e808a83cbfcd1139904a1d

Observation a65a4040-07a5-4ac9-9b92-11b89fca7ad1 · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Solving math word problems with process- and outcome-based feedback

Reference 28

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:a8f40a4378e682a09d7b49a52bd58beacfba70925b05266215e8018d59640d36

Observation 2d7c7625-15f2-4a12-b4b4-3ec918a4b077 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 29

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:728e49d7253f07a779671df99d74430ba0ea438554a1326547535ee68a3e805f

Observation 9a8968d5-c81c-4672-bcb8-2a1378973785 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 30

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:ccec9ca0cf91f73d1f66ecbc4f86ffc734884586cf5930a9ad2a7e0d25643b89

Observation 02dc88f2-b42b-48dc-b1a2-feb267aeef3f · outbound

This paper cites Zhang, S.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Zhang, S

Reference 31

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:c1e10dfb809643d4f125c5c345e63aaf37f4f8402496dc0b1a55b2b6cc04995f

Observation f3e8c19a-d755-47b1-a8c2-2e89d0c20d1a · outbound

This paper cites Huang, F.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Huang, F

Reference 32

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:946263aab3dbfb152abfb7d229af466d475b3fd55eea06233eab911c3429f4e7

Observation fbf9f402-2fc4-4bf2-8085-d0b9f73bcc5d · outbound

This paper cites Adaptive Action Chunking at Inference-time for Vision-Language-Action Models.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Adaptive Action Chunking at Inference-time for Vision-Language-Action Models

Reference 33

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:b8277a46d33a098d58074cd9a196f6fa2e33f3b18cede8c2286445b66f569795

Observation e6c6cfbd-4b95-4418-8d90-e6e3123940f4 · outbound

This paper cites Ayanthi, D.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Ayanthi, D

Reference 34

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Observation 92bcff65-124e-4693-bbcf-133f0419ce26 · outbound

This paper cites Ichter, A.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Ichter, A

Reference 35

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:0b5a73244d0c996d3fa43a05757f4d6dfcc670f70dbba83a055c69efa64260a0

Observation 0a70d69b-c048-4c66-96a1-c58a991e8631 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 36

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:6b2d9341a1d6c79a2b6b23138f0f10af1f45b31e14bee395ef0ff74e6badcfd8

Observation 0bed6fc6-0a40-4615-8665-e943c5c8c83e · outbound

This paper cites V-VLAPS: Value-Guided Planning for Vision-Language-Action Models.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models V-VLAPS: Value-Guided Planning for Vision-Language-Action Models

Reference 37

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:d29bcbb55f4e6ef0b02a303a81e1fb82c96c8abd35ecc612ff15a778220a356e

Observation 5ff685aa-e527-46f3-94ae-65a2ec74d5dd · outbound

This paper cites Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents

Reference 38

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:8c2eded12676c46f93ade9ecb6512ef52acc5ded4f742604578ca2780653e65e

Observation 67504498-1254-428f-91dc-015b7465a512 · outbound

This paper cites Hume: Introducing System-2 Thinking in Visual-Language-Action Model.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Hume: Introducing System-2 Thinking in Visual-Language-Action Model

Reference 39

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:ece88934a9e2b57e71890fa35a5374c2454f5a0886e2b26d2c5373e9c8e141c0

Observation 3e4d2e12-caa2-4a3c-a9a2-ce6a26eab0d0 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 40

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source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:19a3cfff1d57f9f8759545bd98fa9dc8191d06aefe90bebf9d971685b044ae0d

Observation dc3ba1bd-f410-464f-9c81-b1ea52fc0e7e · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:2f3bfed7c05590575c4aacdc90a861191a190198e9a52202ad85cf0a4e37ce23

Observation ce1813eb-fb27-4cec-b481-e29c5243621f · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:f51ef32b53bcd9e16c6af70e7a16eddbeb38feb7c93d4dc19217d188de71e4d8

Observation 9f8c20cc-bc8e-4874-bb85-8fbe4589b096 · outbound

This paper cites Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone

Reference 43

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no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:ba5cd3e203e0225f769ec6c529c7dd6db0e576464a15bd709e5fc247d31e4dbc

Observation 0571ef03-13ff-46bf-a8a3-728c51f16785 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 44

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no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:38665c4287342217eaa08184553022a61d4965e7cf899922a9d23009ba2e88dc

Observation 05470e57-1e4c-40cb-95e1-129ffb66396d · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 45

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unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:8d19f4b1d96c58ea4fa7cef8e87b161cf478b14c89a5acab06a1278030338502

Observation b52e05fb-5374-46e6-98d3-a9873322e65e · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:7ff833ea0960e7244e11bb949cdc2efb8d02ff77276c2c1fb65699bcbe201b09

Observation 53dd7681-c384-4637-bada-000e36ebc651 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 47

Resolution
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no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:07d108ff0aadd4c3831176ba49d2b87d48e30bb4419f8eea66d944af47246e20

Observation e782dbc4-63c3-4dc0-9b82-2e9a20e5f555 · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 48

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unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:336bae83f3b086f89908da2949748a87216f6cc4ee32a8cbeef7b3079b395bb5

Observation ade7eb61-393f-4035-a3ea-95a27655fdee · outbound

This paper cites Neary, O.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Neary, O

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:f9a3e17ac94b72b67b25e2c2724abdc7e9b277a1ab6a05dbe2abdee9ed5df2a9

Observation 538da8d2-db8f-4bc9-b13e-3de0665cf6f0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Evaluating Large Language Models Trained on Code

Reference 50

Resolution
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no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:4d0ce1a8bdaa2bde8e6cc4cf7f080e73f74c25b7b79220f734325b95f00b88dd

Observation 410ba96c-a04b-4518-9fec-e9fffe295060 · outbound

This paper cites Lu and T.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Lu and T

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:fe8c2744c671fa4f688c716788ddb552c8ff766960771d703be0626c9ff1c6a4

Observation 4bfab4c7-de4a-4a18-95cd-02aac705a1e6 · outbound

This paper cites Silver, A.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Silver, A

Reference 52

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no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:1817dc2a530f336a117ccb22d91c2f24b32cbf885752db4617d58d23a7be46b6

Observation cab2cb07-3da9-4732-885a-246472cbf6bb · outbound

This paper cites an unresolved cited work.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Unresolved cited work

Reference 53

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unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:028e6bfb2732e0923a760e70a132e70bca2c864e31476640d98d262a4e12f2f4

Observation 86e6faff-e4a7-455b-ac2a-a543e13ba6ce · outbound

This paper cites RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:70f63c7e551028302d26b4d30743775412252c820a13c3cb82a1d2b5e4a4de8e

Observation c7f96ce7-fe2f-4555-9021-a6e4ec4ef1d6 · outbound

This paper cites Snell, J.

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Snell, J

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-12T00:12:42.173815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:12:42.173815Z digest=sha256:b91b9bf13082edfdfe08051b6048332445adb23b46c389101297c6ddf7ea86b3

Pith citing papers

No inbound Pith citation observations are available.