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Paper Citation Record · LEDGER

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning

As of 21 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 1 inbound Pith citation observation for arXiv:2508.08983.

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

pith.paper-citation-record.v1
2508.08983 v2

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:39:25.482036Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T00:18:08.485089Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T00:27:51.873037Z

Reference resolution

87 of 87 outbound references displayed

  • verified exact7
  • verified fuzzy34
  • unresolved39
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f1e2ce0-bfdb-4ccb-bb35-33f858384126 · outbound

This paper cites prior intentions.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning prior intentions

Reference 1

Resolution
verified exact
raw_fallback, observed 2026-08-15T17:39:27.021621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:24.960250Z digest=sha256:785ecee12d0af24208d6d6621afe253543e5febc58af8a6f00af81bb9955c8f0

Observation 2b677703-c589-42fa-874c-24d0229729d2 · outbound

This paper cites Meltzoff.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Meltzoff

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:24.967337Z digest=sha256:4a4a14b4d09df9f3ca73ae78be98df0854b31e56ab5b81989f1c69e565caac48

Observation 02f485ae-ba90-4ddb-a9cb-3ea2256c9884 · outbound

This paper cites Fourteen- through 18-month-old infants dif- ferentially imitate intentional and accidental actions.��� ���� �������� ��� �����������, 21(2):315–330, 1998.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Fourteen- through 18-month-old infants dif- ferentially imitate intentional and accidental actions.��� ���� �������� ��� �����������, 21(2):315–330, 1998

Reference 3

Resolution
verified exact
doi, observed 2026-08-15T17:39:25.721105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:24.981574Z digest=sha256:5781ae4e1aefed36223530ca5b219a79a1e9cdd328344f9aca04532de266cde0

Observation bdaf6a7b-e639-4b4e-9028-6c21e4d08563 · outbound

This paper cites Be- havioral cloning from observation.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Be- havioral cloning from observation

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:24.987322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:24.987322Z digest=sha256:b27a4a4579573344c8bf01898ccbd7d1d1ddd00d87b19d728c66675bf3968377

Observation 9eb50eaf-fecf-44cf-9809-1ef7c1d196e7 · outbound

This paper cites Argall, Sonia Chernova, Manuela Veloso, and Brett Browning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Argall, Sonia Chernova, Manuela Veloso, and Brett Browning

Reference 5

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no resolver link, observed 2026-08-15T17:39:24.992934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:24.992934Z digest=sha256:9dae6a586feb723e238ffeca71cebcf76caa7f9d65f00be18bf6f3c7d9336a6d

Observation 4b279ba0-294e-4093-9606-6d9e3de21faa · outbound

This paper cites An- drew Bagnell, Pieter Abbeel, and Jan Peters.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning An- drew Bagnell, Pieter Abbeel, and Jan Peters

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.000396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.000396Z digest=sha256:e4f5d60345eef350b78d1a9ec4551bd0c6ddc85fbe4bdfbfdc8d45b1ad70293f

Observation db7b7c2d-ec86-4300-bc68-a8f7cdd7481f · outbound

This paper cites Efficient reductions for imitation learning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Efficient reductions for imitation learning

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.005989Z digest=sha256:e48a86838b8bbc4eea0d6684633c96af314c535758163c5e9f12b7455fb7e4cb

Observation 25b292ac-8463-4719-a4b3-36f39cb26a31 · outbound

This paper cites Causal confusion in imitation learning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Causal confusion in imitation learning

Reference 8

Resolution
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no resolver link, observed 2026-08-15T17:39:25.013082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.013082Z digest=sha256:fa721d312bf9f7daab8adcfc593e27f68f5b0d2aa0bbbe9bbf3c85117f2f81e8

Observation 86b15583-dd9d-4266-ab1c-75165b62d521 · outbound

This paper cites Feedback in Imitation Learning: The Three Regimes of Covariate Shift.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Feedback in Imitation Learning: The Three Regimes of Covariate Shift

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.028813Z digest=sha256:53ee1aa42ec1c41804616a1ff987ce17ccb7dc72e56da88613ece2b0b36b0b7b

Observation 0d88bd12-e176-4630-aeb8-7d3764ae6f55 · outbound

This paper cites BC-Z: Zero-shot task generalization with robotic imitation learning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning BC-Z: Zero-shot task generalization with robotic imitation learning

Reference 10

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.035156Z digest=sha256:c3247467d3b106cbc5dc09017e04d4c8fbf6c818930bcf75ae634d4e0832861c

Observation 6ae665dd-9e11-47e9-afca-231210ef2659 · outbound

This paper cites Code as policies: Language model programs for em- bodied control.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Code as policies: Language model programs for em- bodied control

Reference 11

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.041740Z digest=sha256:f078deca812b4b834d00475c7268feb5f9015bf98d8183fefb77b19d73a8ce38

Observation da560e1a-0a27-4888-bcc3-b48a8648b7be · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.054593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.054593Z digest=sha256:6450af736d5bb1d1b7ce60fcf415afed2df7ea86c4f48e1720d8bc301bede946

Observation 2a462e3e-b3b0-42d0-87c1-db46fe828f1d · outbound

This paper cites In- ner monologue: Embodied reasoning through planning with language models.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning In- ner monologue: Embodied reasoning through planning with language models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.810787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.060180Z digest=sha256:65a7edb3667a2598882f341cca3e3e13d8143fc8406f91583f85a207b4817f5a

Observation bec075fc-5dde-4d4b-92e4-638e0f88952a · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.795863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.066068Z digest=sha256:54cc36009c48db330cc1a2535c57b2e0ef3d5dbe5ca5b1724ce53567f0d79dce

Observation 4c82311a-4138-447a-b87a-0a211790f2c4 · outbound

This paper cites Trust the PRoC3S: Solving long-horizon robotics problems with LLMs and constraint satisfaction.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Trust the PRoC3S: Solving long-horizon robotics problems with LLMs and constraint satisfaction

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.781477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.071637Z digest=sha256:316536977b5ff6674ff0e3c37c1ddd1ec91b1b10f97075f510a3a823e3c8cd2c

Observation 86a4ba7c-5cbc-4c31-b7f9-968116ab95da · outbound

This paper cites Tenenbaum, Leslie Pack Kaelbling, and Michael Katz.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Tenenbaum, Leslie Pack Kaelbling, and Michael Katz

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.078274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.078274Z digest=sha256:1d85ac9a4c1032424d88d0998b537d3bf5019390d73a73946e4f238a332d59c5

Observation b65df4dd-8080-4c3d-a34a-21874f1d9e53 · outbound

This paper cites Integrated task and motion planning.������ ������ �� �������� ��������� ��� ���������� �������, 4:265–293, 2021.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Integrated task and motion planning.������ ������ �� �������� ��������� ��� ���������� �������, 4:265–293, 2021

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.084420Z digest=sha256:7ff5d77fa0faab7dfc2abffa565a5e90944e0852cafd690849c30346b4198a62

Observation fbcde729-1886-4777-bbeb-d397131aef15 · outbound

This paper cites Ziebart, Andrew Maas, J.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Ziebart, Andrew Maas, J

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.767246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.093669Z digest=sha256:107f8931c72d0042bdd0ad114db86defc97ba678fa150e4d1667b5afca80cbe2

Observation 15488081-5d2e-4eaf-adb5-5d87a904f9ac · outbound

This paper cites Baker, Rebecca Saxe, and Joshua B.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Baker, Rebecca Saxe, and Joshua B

Reference 19

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no resolver link, observed 2026-08-15T17:39:25.107473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.107473Z digest=sha256:1d3c4ac4f516b894cd2471924e8549f83616c459bd9b6afc65609193b3da1ec6

Observation 0bf4682d-8ec5-4192-a02e-a43463d33678 · outbound

This paper cites Mann, Tom Silver, Joshua B.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Mann, Tom Silver, Joshua B

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.737008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.113422Z digest=sha256:d55eb4d7142287d6f83c22de1e579ed7cfdf648a150d1cef2968d8c00e7eb2c5

Observation 78afa4bd-04a1-4b00-b601-d7087335e9eb · outbound

This paper cites Mansinghka, and Joshua B.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Mansinghka, and Joshua B

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.722421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.118734Z digest=sha256:a6c977fabc11ca8fa04b1a266dc0141547efac649ff61c416dd85e074240fc2f

Observation 4ec62894-909e-49c1-a2c4-b95798da5b08 · outbound

This paper cites Modeling boundedly rational agents with latent infer- ence budgets.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Modeling boundedly rational agents with latent infer- ence budgets

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.129938Z digest=sha256:3e8e6d15b3c730f04b5c373341768555b74324537f63e9d9d590f355e137b6f4

Observation 6117cd74-9075-46d6-ad4e-33286907db1f · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 23

Resolution
verified exact
doi, observed 2026-08-15T17:39:25.640797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.136356Z digest=sha256:98a0ac05406af3c6356f609b8492819204c36615775625997b44989099109fde

Observation 78fa2faf-8280-459e-866a-18d0a3f7e8ae · outbound

This paper cites Generative adversarial imitation learning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Generative adversarial imitation learning

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.675948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.141681Z digest=sha256:a0cc4ad782e2be66c68523ccadfcd5350035bb150ea59ab7ca6493cb45e2bcc5

Observation 14c52183-9a6f-4c41-88fa-cd43bf0d20d9 · outbound

This paper cites Ng and Stuart J.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Ng and Stuart J

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.661161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.147307Z digest=sha256:a57fa069af01d1877e86e4efdec0aa32085f0bc3632cdb9ae5a6f24a4025b33f

Observation 904a7414-bab7-430f-8041-cfbf4ddce851 · outbound

This paper cites Lin, Joie Le, Tan Zhi-Xuan, Vikash K.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Lin, Joie Le, Tan Zhi-Xuan, Vikash K

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.645346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.157108Z digest=sha256:666faa51af84d0fc56ec416d4d9dc285bebbfc0527fb7657fac67ac2a610258e

Observation 82b9348d-06c8-4537-8310-895991696c1c · outbound

This paper cites Plan recognition as planning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Plan recognition as planning

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.629549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.162216Z digest=sha256:a8092112a40031ce3dd86182b1b66a9ae1372462021d3ad9f70ac324fceaa867

Observation dd01767a-7ee8-48b8-a9ff-b486fea79cf5 · outbound

This paper cites A survey on goal recognition as planning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning A survey on goal recognition as planning

Reference 28

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.167185Z digest=sha256:d8efabbc2917cf9dcf7e0c14b540932c7e432c84f0ff26b42fa1b01e612979df

Observation f363f1f8-f7db-4f8b-bea2-96aeb9843795 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.614751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.172020Z digest=sha256:4fba63c7fc331ea5e71f8eeb8e624545c6996c57f9f197f7e7468aa90b456223

Observation f7113a60-7e21-468b-9a84-395d0def13e1 · outbound

This paper cites Open-world task and motion plan- ning via vision-language model generated constraints.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Open-world task and motion plan- ning via vision-language model generated constraints

Reference 30

Resolution
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raw_fallback, observed 2026-08-15T17:39:26.535453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.182896Z digest=sha256:d192f2367944fe202c791f9256ed02a4cf5808d54ccdcbbc65c9f280497873d9

Observation 043e7ce8-fb7e-445c-a0bb-a352806c09e3 · outbound

This paper cites Tenenbaum.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Tenenbaum

Reference 32

Resolution
verified exact
doi, observed 2026-08-15T17:39:25.608843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.194426Z digest=sha256:847ba64fc1388b7e281c4407a6cd28617cb9e18046f8796065bbf54b05083f2b

Observation 57292b11-5e74-417c-877b-a52225c88129 · outbound

This paper cites From pixels to predicates: Learning symbolic world models via pretrained VLMs.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning From pixels to predicates: Learning symbolic world models via pretrained VLMs

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T17:39:26.385756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.200017Z digest=sha256:0ed54a337aa8f08aca24a1b6b4bb0fea7f6b01ca1dfa70c7fc42567290d90105

Observation c427f137-7132-412c-a8d7-9d8ffefa391d · outbound

This paper cites Tenen- baum.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Tenen- baum

Reference 34

Resolution
verified exact
raw_fallback, observed 2026-08-15T17:39:26.312469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.205367Z digest=sha256:7b8c6f50629640f0351a5c2414239c9925aa8cfc2d3b2c880ec24be09d32ded0

Observation 4d862153-2c78-4093-a1ce-7c061acc5f24 · outbound

This paper cites Programming-by-demonstration for long-horizon robot tasks.����������� �� ��� ��� �� ����������� ���������, 8(POPL):512–545, 2024.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Programming-by-demonstration for long-horizon robot tasks.����������� �� ��� ��� �� ����������� ���������, 8(POPL):512–545, 2024

Reference 35

Resolution
verified exact
doi, observed 2026-08-15T17:39:25.589106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.211283Z digest=sha256:b54d445003826e8b04a62a55f9fddef3d0c23c5c59f5247d5bf43955779e3692

Observation 79169658-2a4b-473f-a6eb-8665df36d8c1 · outbound

This paper cites Mankowitz, Esme Sutherland Robson, Push- meet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Mankowitz, Esme Sutherland Robson, Push- meet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.216939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.216939Z digest=sha256:60ed336d8bdd33b608e0a5272447a799b5abd66a40675903bc35bd2989a8f3a9

Observation 89e32037-463c-46ae-a547-15026317424c · outbound

This paper cites CodeT: Code generation with generated tests.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning CodeT: Code generation with generated tests

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.586213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.222734Z digest=sha256:74a85ca32818cf5f6681feebce1aac9bce09ab39d030c2841e211e88bce453de

Observation 471fffa6-7e15-4548-add6-4b5ecb963950 · outbound

This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.228691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.228691Z digest=sha256:93a2d52888dfa90dbf4603b6be628ffb0d26fdf292f0a471d163302b41908779

Observation 66e21fb9-96da-4e35-8b9b-a3d4b6312efe · outbound

This paper cites CoPa: General robotic manipu- lation through spatial constraints of parts with founda- tion models.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning CoPa: General robotic manipu- lation through spatial constraints of parts with founda- tion models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.570705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.234578Z digest=sha256:bfac77edb983f626dd6ace5ad713dfcf4cb975bec049d96088b60043c7a6982b

Observation 7267fd16-3dfc-4bd9-802d-fa8941dc3e32 · outbound

This paper cites The temporal logic of programs.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning The temporal logic of programs

Reference 40

Resolution
malformed identifier
no resolver link, observed 2026-08-15T17:39:25.246370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.246370Z digest=sha256:38eb54ea05732f3f6c78b4cb5756d04f0817f3a1a3939660093f248f355d532f

Observation cf048177-fdad-49da-ad9d-837f837a3a0a · outbound

This paper cites Temporal behavior trees: Robustness and segmentation.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Temporal behavior trees: Robustness and segmentation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.251496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.251496Z digest=sha256:4663fa77d41910c6937dd9d6bf2061cf66d88e0bab0b224aa374cad62796aad4

Observation 818bb18b-2f1d-4525-a127-e3940994ddce · outbound

This paper cites Puranic, Jyotirmoy V.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Puranic, Jyotirmoy V

Reference 42

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T17:39:26.162713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.257227Z digest=sha256:2267875eb7edae14986cd342be6f05b73bf0ab4503145c5261a3d463f62da1ca

Observation 26754a6e-f0ff-4d68-bc24-4af05b846d59 · outbound

This paper cites Simulating normalizing constants: From importance sampling to bridge sampling to path sampling.����������� �������, 13(2):163–185, 1998.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Simulating normalizing constants: From importance sampling to bridge sampling to path sampling.����������� �������, 13(2):163–185, 1998

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.263069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.263069Z digest=sha256:d4de27bb217475e149e44660a5d9c96d51e1f48c9207cfe4bc8dc67a821e5793

Observation f80689de-0ea8-42c4-9be8-2613bea2c7b8 · outbound

This paper cites Differentiable GPU-parallelized task and motion planning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Differentiable GPU-parallelized task and motion planning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.268904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.268904Z digest=sha256:68c199bbe5466d1c6ac5a70024fd690acccfaae324917bf60e15a7a1af682fe3

Observation 9d29e24a-cf75-462b-9c0e-e5cfb89ea454 · outbound

This paper cites Ratliff, and Di- eter Fox.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Ratliff, and Di- eter Fox

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.555523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.277331Z digest=sha256:87f5bb4077526a868314c6ce2a146d3e2af258f733108a25b05c8d60a464c930

Observation fb08e33c-ff25-4af0-9eb7-ef926e10c836 · outbound

This paper cites Doing experiments and revising rules with natural language and probabilistic reasoning.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Doing experiments and revising rules with natural language and probabilistic reasoning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.541276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.289564Z digest=sha256:0d37a3c8f6d7fb50ad5abbb2cf9ad2a9aa321d1c3b8b7c7c521229b2e2c8e8bc

Observation 117a2d1b-b777-472f-856f-9bab5f94b340 · outbound

This paper cites Lew, George Matheos, Tan Zhi-Xuan, Matin Ghavamizadeh, Nishad Gothoskar, Stuart Rus- sell, and Vikash K.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Lew, George Matheos, Tan Zhi-Xuan, Matin Ghavamizadeh, Nishad Gothoskar, Stuart Rus- sell, and Vikash K

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.526863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.301291Z digest=sha256:940b726d16d15bd6acc0a330f291cc3c27698cd60222b3d261aaaed19c57a33a

Observation 7b16972f-3a28-4c1f-9f98-354f059da767 · outbound

This paper cites Stochastic superoptimization.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Stochastic superoptimization

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.312268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.312268Z digest=sha256:3bdbc305265758545fd5000166c28617c7a46d4f455fee9cd7cb6834b6b74ca0

Observation 8dab639f-e209-4047-9718-5a2860584ae1 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.510748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.318082Z digest=sha256:e83b7e2d5e1c06922e1a39cbac661401e20bdc2c91c1ee22351f0a141c16ed14

Observation 24cac337-19ec-4fb0-88b2-e8a955397382 · outbound

This paper cites Ramirez, Ayzaan Wahid, Laura Downs, Adrian Wong, Johnny Lee, Igor Mordatch, and Jonathan Tompson.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Ramirez, Ayzaan Wahid, Laura Downs, Adrian Wong, Johnny Lee, Igor Mordatch, and Jonathan Tompson

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.478849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.330313Z digest=sha256:03c6efcfd6122c95a0de60e46d40060f5739bfce6504b3289a7443bebac33b51

Observation 9c1d5d5b-ff43-460d-97bf-1bf2111bd7f6 · outbound

This paper cites Transporter networks: Rearranging the visual world for robotic manipulation.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Transporter networks: Rearranging the visual world for robotic manipulation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.448106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.339804Z digest=sha256:a9f730914f5e53d733e74d99045ad49631f5c68dd33347562550b025533e255e

Observation 2ce55fa0-3b91-4cd7-b06f-3776796d9215 · outbound

This paper cites CLI- Port: What and where pathways for robotic manip- ulation.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning CLI- Port: What and where pathways for robotic manip- ulation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.432995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.344635Z digest=sha256:7202b3796b6479ed6f201059ee1ff9b876c05176708ad55be861a64f219a873e

Observation fac5ac2b-8010-4c73-85bb-0ed1574dcd55 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Self-refine: Iterative refinement with self-feedback

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.417432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.349505Z digest=sha256:570d1979834c04255a7dda7accb5559d0ce9315a9e922b2cc6c9559f94535746

Observation c8120f99-1797-400a-a05b-5a751d48ecac · outbound

This paper cites URL https://doi.org/10.1109/ICRA48891.2023.10160765.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning URL https://doi.org/10.1109/ICRA48891.2023.10160765

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.283132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.283132Z digest=sha256:9548ab347c8018fb11e1b489e5ab967e8b7161eaa75b91d1db8f0d85e3d2a497

Observation fd9390f8-635d-4299-8fdf-069e743b26c9 · outbound

This paper cites SceneCom- plete: Open-world 3d scene completion in cluttered real world environments for robot manipulation.���� �������� ��� ���������� �������, 11(1):482–489, 2026.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning SceneCom- plete: Open-world 3d scene completion in cluttered real world environments for robot manipulation.���� �������� ��� ���������� �������, 11(1):482–489, 2026

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.362705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.362705Z digest=sha256:3c9f3e257b7f115eb291fbd77f885923855a213577ae417fd5937f5797531efd

Observation bde78ead-49f6-4b49-b98e-78ed3e46a80d · outbound

This paper cites URL https: //proceedings.neurips.cc/paper files/paper/2024/hash/ 5f1b350fc0c2affd56f465faa36be343-Abstract-Conference.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning URL https: //proceedings.neurips.cc/paper files/paper/2024/hash/ 5f1b350fc0c2affd56f465faa36be343-Abstract-Conference

Reference 56

Resolution
verified exact
doi, observed 2026-08-15T17:39:25.533806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.295231Z digest=sha256:7c9335b543fb477e98d881461d67be5420ff38bb442a52074f92be99614ab0d8

Observation ffd4ef2b-555e-43ec-a512-e72e22dc7b85 · outbound

This paper cites reasoning without rationality.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning reasoning without rationality

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.373552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.379253Z digest=sha256:a24c19b45ce0da73346a144404b01774672312524170b3d548cc50a04a35505a

Observation 47d05ae1-b73a-4014-8221-1f9f51caaabd · outbound

This paper cites Le, Ed H.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Le, Ed H

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.402515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.355754Z digest=sha256:7db312fdd2267d3f2dc9e5b4cc0712deeff3583e272fc6b1e45c0c798e95a8b1

Observation 519edbfb-a97a-40f6-95e8-15aab6753d29 · outbound

This paper cites CaP-X: A framework for benchmarking and improving coding agents for robot manipulation.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning CaP-X: A framework for benchmarking and improving coding agents for robot manipulation

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.387750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.368530Z digest=sha256:fe06d015b46421c3adc7999bc4c79b234d5c9668997244626ecd58cac59c86e8

Observation 043b4a7a-d300-4982-b115-039dcdf461c6 · outbound

This paper cites If no stereo pair exists, fall back to the raw sensor depth (from raw ZED-2i).

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning If no stereo pair exists, fall back to the raw sensor depth (from raw ZED-2i)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.357109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.386143Z digest=sha256:102754445dc4db7ba9aa65b082df2566f82e07f13ce3bc1e9c93c8846ffbf279

Observation 1f213b3f-49b6-46dc-82f7-92da1c92aa6b · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.342872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.390767Z digest=sha256:7e5157b0944c86966770ccba6c7cdeaf9ed6edfb98f7abe1c72cbf30715d2edd

Observation 4c0f3f03-bf05-4717-a022-97b06129c382 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.328608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.395464Z digest=sha256:1e628f58b5255a36032e477a5acb127b90def708f4951b378b0d700e9792e897

Observation 8ac51912-e29f-48ed-b99f-7031d8be55d9 · outbound

This paper cites Colors are similarly concatenated.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Colors are similarly concatenated

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.314274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.400733Z digest=sha256:5ccaa660c1b7489f7142aa20605ca397c2e89bd1d8442cefbf1b5a00d2f3d883

Observation 420da83d-913f-4f7f-830c-6b0892a4e52d · outbound

This paper cites This both regularizes the point density and reduces memory requirements.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning This both regularizes the point density and reduces memory requirements

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.299415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.405568Z digest=sha256:c96a2a4268dc86ef48ff8454602c5fd784ff468cf274f7f427670eff3cead642

Observation 71c2c527-c8c9-4f63-bafc-9eb67bb4b584 · outbound

This paper cites This removes isolated noisy points that may result from depth errors at object boundaries.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning This removes isolated noisy points that may result from depth errors at object boundaries

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.284516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.411648Z digest=sha256:d511193f599ba2ee42e54b3af9a9f9263c78fd7244dfb09b1b2bd818dfedbe86

Observation c6601e6c-8b5b-40e4-8ddc-8f93cdd712cc · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.268437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.417254Z digest=sha256:db66c7e386953e77b05abbe1f490149833b6d10e3934507ca6026e1652f720fe

Observation e24fa2c5-9527-40a0-ba10-c1450f93d9c1 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.253711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.422705Z digest=sha256:3dd97ed7de40b197b9e00262c1641a0858fa2c288d46450338026cf36613702f

Observation 28cd9ebe-93a4-4a24-9eeb-001f6be68fda · outbound

This paper cites If the depth at the exact keypoint pixel is invalid, a search window of radius 5 pixels is used to find the nearest valid depth, taking the median of valid depths in the window.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning If the depth at the exact keypoint pixel is invalid, a search window of radius 5 pixels is used to find the nearest valid depth, taking the median of valid depths in the window

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.237628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.427799Z digest=sha256:cc5536aac5a9d6c24d62527cfaa2f9d6005a4c7fb4c52d9aeb9848f32eb2777c

Observation e64e1c1b-8501-451c-8b20-494a4f789165 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.220331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.433012Z digest=sha256:b5442c0b1ef793ce4c3d16e482bb44a69d69f10471af09c13573ef50a1824aa5

Observation e6ef2ed8-02c4-40c6-9ce3-c87469e6711a · outbound

This paper cites On” predicate, verifying with AABB intersections. �� ����������� ������������Container predicates are derived from VLM semantic tags. When a detection includes “container.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning On” predicate, verifying with AABB intersections. �� ����������� ������������Container predicates are derived from VLM semantic tags. When a detection includes “container

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.204185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.437894Z digest=sha256:b811c6ae113b46c849c8002197336c1a46b5414a231c8eb0b32ea580d702b7d1

Observation 8bdddfc0-1b7f-4987-99b9-512116436d99 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.187262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.443479Z digest=sha256:c636668b0aab8c1ae6ea704bd5fd279edf24a5df74b2a11ab7262f05b898a638

Observation 4ac0950f-429f-4ffb-9081-3223d77deec8 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.171913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.448983Z digest=sha256:d9d0175a2a98586eb4da9f11cc3962befebe8b20dd9fc64ae2ef25c22a2358f0

Observation 9aedb4af-3da8-4cbf-aea7-0fc5cec5039d · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.155945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.454957Z digest=sha256:a9a0d7082906fe3a50fde006c1c4971f160977778f720b4701df23f770a9b9d2

Observation f6e43288-00bd-455a-8c89-3ab65f0d10e4 · outbound

This paper cites �� �������� ������Each particle�� maintains: �������������: Current joint configuration��� �.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning �� �������� ������Each particle�� maintains: �������������: Current joint configuration��� �

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.135211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.460032Z digest=sha256:ba20aa6b71906486cb2ddff91f2869b7512b5cc1f56b88a204f4bdbe329a45d0

Observation 6fa6fbd3-a261-4541-9cff-3ff205d6ae44 · outbound

This paper cites �� ����� ���������Target gripper poses are computed from the object pose and grasp transform as� grip �� obj � �grasp.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning �� ����� ���������Target gripper poses are computed from the object pose and grasp transform as� grip �� obj � �grasp

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.114824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.466345Z digest=sha256:1631f2ad1a1ded3fa4df3d43db44fcd0892a41e2080cd9fe2e953003d2ce8d2b

Observation 3aaa09de-2615-4c12-811c-eeec696b2595 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.091249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.471727Z digest=sha256:f0f90ac319b3ae183d0a1cfeadbb784cb3a8c672b542385de6525b9b2d3ef51b

Observation 74ae4b4a-2795-491e-ab34-8adc27158504 · outbound

This paper cites 23:Overview of the real-robot setup, where we use two Zed- 2i cameras viewing the tabletop scene, and a Frank Research FR3 7-DoF robotic arm to perform manipulation cuRobo.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning 23:Overview of the real-robot setup, where we use two Zed- 2i cameras viewing the tabletop scene, and a Frank Research FR3 7-DoF robotic arm to perform manipulation cuRobo

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.065740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.476902Z digest=sha256:07fa12a7dce6de8165a82ea827c8751e07ef3924059b1a226e5d611c0d0b5a37

Observation 16d8ff78-2a85-4f34-8f17-cf9f194bae73 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.045072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.482036Z digest=sha256:0db5e454ff60b062d9f0f217b87215900d8dfb76760f233adde458f503773398

Observation 07ec6ef6-e7dd-4a93-b42f-9bda5d2eccfb · outbound

This paper cites URL https://proceedings.mlr.press/ v164/florence22a.html.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning URL https://proceedings.mlr.press/ v164/florence22a.html

Reference 168

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.463196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.335062Z digest=sha256:6b6b8b034d20a980fb12957d69faf60f2584521e3ef9e1030fe100c295f0ceb5

Observation 333b6bfa-1819-42ad-8090-8a2ffe8e0f5d · outbound

This paper cites URL https://aaai.org/papers/ 01433-aaai08-227-maximum-entropy-inverse-reinforcement-learning/.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning URL https://aaai.org/papers/ 01433-aaai08-227-maximum-entropy-inverse-reinforcement-learning/

Reference 1438

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.752259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.101122Z digest=sha256:53c21ae450de880360956a0dc96b5471cb78507565e6496912ce2271d27fa8a6

Observation 5c899bee-af24-4d1d-847d-9c6e95d8ca3f · outbound

This paper cites URL https: //doi.org/10.1037/0012-1649.31.5.838.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning URL https: //doi.org/10.1037/0012-1649.31.5.838

Reference 1995

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:24.974101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:24.974101Z digest=sha256:31540ee49a3fd89601891894e93d3aaffdf8c3914746cfa9ddf21cca938ad267

Observation c0e76ce8-b0f3-4864-a71c-d72bcf6be157 · outbound

This paper cites ISBN 1- 55860-707-2.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning ISBN 1- 55860-707-2

Reference 2000

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T17:39:26.837030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.152147Z digest=sha256:bb0ab3f166c7aed44a7c1e28d9b1fbf3da5f1dc88eb46c3069d799c94476cc61

Observation 550a6607-a5f4-416d-b8d9-f804e1e54d44 · outbound

This paper cites URL https: //doi.org/10.5555/3091125.3091426.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning URL https: //doi.org/10.5555/3091125.3091426

Reference 2017

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T17:39:26.618132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.177528Z digest=sha256:550857f9d7b0717ba832354f1bafa832665ac979dc37825af487fc613d36ce14

Observation b46e2614-7efd-4c87-a3d0-77e4ec1853ed · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.022345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.022345Z digest=sha256:a80f357da5b8bc292dfdefa6c5d232e790222be29fb6b77af72ed82b46de2701

Observation 9f6f32a0-a4aa-43a4-836f-04ed444e4668 · outbound

This paper cites an unresolved cited work.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:39:27.707148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.124418Z digest=sha256:62e7f156d2366f0e6f372d18b942c83947bd6a95dfa9f28cb348afc8660d9ab7

Observation 66841853-4872-44e0-84b2-ff018c62bda0 · outbound

This paper cites Released 2025- 06-29.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning Released 2025- 06-29

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:39:27.494450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:39:25.325204Z digest=sha256:c162338bc15b9c737aa43d694ee50bc513116d07fb90e15326178ecef76b8280

Observation b4c9eaf3-21d9-4b7b-8668-5c0132fff712 · outbound

This paper cites CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.373846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.373846Z digest=sha256:633c1924d9d67b8e027e4f9364c23b71fb5775238b9709cdc362d2c2bcee77e7

Observation 36ca8529-6d2b-4dd0-b542-078be535e07f · outbound

This paper cites doi: 10.1109/IROS58592.2024.

Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning doi: 10.1109/IROS58592.2024

Reference 9495

Resolution
unresolved
no resolver link, observed 2026-08-15T17:39:25.240986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:39:25.240986Z digest=sha256:30ca1e440bf39c4e0c6fa2bf6bb69d01d839f1c17236da01f9c06d070b2475e4

Pith citing papers

Observation 2263dd9f-a5ad-4415-a782-10f21d785926 · inbound

Hypothesis-driven Model Expansion under Uncertainty for Open-World Robot Planning cites this paper.

Hypothesis-driven Model Expansion under Uncertainty for Open-World Robot Planning Rational Inverse Reasoning: Few-Shot Imitation by Inferring Intent through Planning

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-07-11T00:27:51.897133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T00:18:08.485089Z digest=sha256:0cc926734953198a435eddf60e9687992bda71db90b17e8102718dd499137aa2