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Paper Citation Record · LEDGER

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems

As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2501.19318.

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

pith.paper-citation-record.v1
2501.19318 v4

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:41:21.725863Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

42 of 42 outbound references displayed

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  • verified fuzzy7
  • unresolved28
  • parse uncertain0
  • malformed identifier1
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External citation measurements

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Outbound references

Observation c7def98e-625d-47b6-9325-97ab29df2f35 · outbound

This paper cites Grounding llms for robot task planning using closed-loop state feedback, 2024.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Grounding llms for robot task planning using closed-loop state feedback, 2024

Reference 1

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Observation 87077244-902e-4e6e-9bd8-7992a08d85bb · outbound

This paper cites Language Models are Few - Shot Learners.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Language Models are Few - Shot Learners

Reference 2

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Observation 7093ca6a-75bc-4bb5-8c5a-28f2b73f7df7 · outbound

This paper cites Modeling Transfer Learning in Human Categorization with the Hierarchical Dirichlet Process.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Modeling Transfer Learning in Human Categorization with the Hierarchical Dirichlet Process

Reference 3

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Observation c47529b2-58ad-4c96-a7d0-a6f0966a46e0 · outbound

This paper cites The nature of explanation.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems The nature of explanation

Reference 4

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Observation 457bb015-e906-41b8-a9df-039ad9112361 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems PaLM-E: An Embodied Multimodal Language Model

Reference 5

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Observation a4597e2a-e7f5-4a37-8877-2b4ba3283106 · outbound

This paper cites Dulac-Arnold, N.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Dulac-Arnold, N

Reference 6

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Observation 8a68cb0b-0929-4e69-95bc-c4ce41c09f94 · outbound

This paper cites MineDojo : Building Open - Ended Embodied Agents with Internet - Scale Knowledge.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems MineDojo : Building Open - Ended Embodied Agents with Internet - Scale Knowledge

Reference 7

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Observation b84796d1-f42c-4738-baa7-5ac92cbf1a70 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Unresolved cited work

Reference 8

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Observation 670c9a3d-259c-4469-9ce8-49549a436276 · outbound

This paper cites PDDLStream : Integrating Symbolic Planners and Blackbox Samplers via Optimistic Adaptive Planning.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems PDDLStream : Integrating Symbolic Planners and Blackbox Samplers via Optimistic Adaptive Planning

Reference 9

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Observation 8c6d7a27-72e1-44f9-8a5a-4c2ba66126f0 · outbound

This paper cites World Models.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems World Models

Reference 10

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Observation d4f6e1b9-3e44-4c1f-914c-a6978ed2c412 · outbound

This paper cites Mastering Diverse Domains through World Models.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Mastering Diverse Domains through World Models

Reference 11

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Observation 27c9ed00-76d5-48c7-9f9b-d70961b1208b · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Reasoning with Language Model is Planning with World Model

Reference 12

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Observation 9f29846a-6a65-4256-8f61-17cd82775088 · outbound

This paper cites Towards Reasoning in Large Language Models : A Survey.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Towards Reasoning in Large Language Models : A Survey

Reference 13

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Observation ec60c64d-4633-403f-a37e-fee3868b291b · outbound

This paper cites Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents

Reference 14

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Observation 5de0def5-fc8d-4d03-ae3e-da8f409403c6 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 15

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Observation aa0db18f-df25-4bf8-90ae-99d5a310ef88 · outbound

This paper cites Making Large Language Models Better Planners with Reasoning-Decision Alignment.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Making Large Language Models Better Planners with Reasoning-Decision Alignment

Reference 16

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Observation c5f7a0a9-6982-4bba-a659-d9bf1f1a1796 · outbound

This paper cites Playing NetHack with LLMs: Potential & Limitations as Zero-Shot Agents.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Playing NetHack with LLMs: Potential & Limitations as Zero-Shot Agents

Reference 17

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Observation 36698659-0f70-4ee2-bc1a-16af997debb4 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Hierarchical task and motion planning in the now

Reference 18

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Observation 981d83c9-3857-4a3f-b5d4-23775416ad97 · outbound

This paper cites Rusu, Joel Veness, Marc G.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Rusu, Joel Veness, Marc G

Reference 19

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Observation 21173a1e-cb10-4433-90c7-738e0b129875 · outbound

This paper cites Reasoning with Large Language Models , a Survey , July 2024.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Reasoning with Large Language Models , a Survey , July 2024

Reference 20

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Unresolved cited work

Reference 21

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Observation 50041e1c-7f8b-40ab-9f20-ac9a48ab3948 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Proximal Policy Optimization Algorithms

Reference 22

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Observation 17be9940-1170-4fb6-9dfa-ec40034394a9 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems LLMs Can Plan Only If We Tell Them

Reference 23

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Observation 6fa327ae-7f39-4625-b159-171c3f26b285 · outbound

This paper cites From LLMs to Actions: Latent Codes as Bridges in Hierarchical Robot Control.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems From LLMs to Actions: Latent Codes as Bridges in Hierarchical Robot Control

Reference 24

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Observation 9719ee97-680c-4e25-925b-c72a7a232e50 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Reflexion: language agents with verbal reinforcement learning

Reference 25

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Observation f6857f35-b96e-4106-9d52-9749dca3aa94 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Progprompt: Generating situated robot task plans using large language models

Reference 26

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Observation 6841752d-b46f-4329-a113-9a78afd96f0e · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems AdaPlanner : Adaptive Planning from Feedback with Language Models

Reference 27

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Observation 653767ff-b9fc-4ad5-9e3e-ab3d262836c1 · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Sutton, Doina Precup, and Satinder Singh

Reference 28

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 29

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Observation f3dd9020-cb93-4cb2-b8f1-5835d43f7d7c · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems E 2CL : Exploration -based Error Correction Learning for Embodied Agents

Reference 30

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This paper cites Large language models for robotics: Opportunities, challenges, and perspectives.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Large language models for robotics: Opportunities, challenges, and perspectives

Reference 31

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Observation ece78e40-8334-474d-822f-d1e887d74019 · outbound

This paper cites Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Reference 32

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Observation 99ed03f9-2a31-423c-85ed-e28d39d0affd · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems ReAct: Synergizing Reasoning and Acting in Language Models

Reference 33

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Observation 6a9e5ca3-e131-4594-98fb-9b629b4bc16d · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 34

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Observation b3d13c12-9e56-48bd-be1d-d7ae008997ad · outbound

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MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems PIGLeT : Language Grounding Through Neuro - Symbolic Interaction in a 3D World

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T20:41:21.665414Z digest=sha256:935ab705c9078208a738e495e3fd4ab2757de129b41e9f536559b389f320a991

Observation d4b415d9-2aa3-45df-a3dd-0dc5825c24a7 · outbound

This paper cites ExpeL : LLM Agents Are Experiential Learners.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems ExpeL : LLM Agents Are Experiential Learners

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T20:41:21.671591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T20:41:21.671591Z digest=sha256:2967dfdb838d5e97ec8c24cdbced122398f6fda58acc88dbe89de9f7a4a1ff6c

Observation 6fad8905-fad2-4ac3-b693-c5c2c09bcd5e · outbound

This paper cites an unresolved cited work.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Unresolved cited work

Reference 37

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T20:41:22.255965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T20:41:21.678179Z digest=sha256:9f6441b9d90dfb257d4655f26bd5dcdefeae4f4b3733445e0c86e5160d3a5cde

Observation 9d1d79ac-6196-4e19-a5b1-e49a8b0f9a10 · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-09T20:41:21.690747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T20:41:21.690747Z digest=sha256:d9f47de04261a79b59a67159260c4dc7448fc6ed5ea30c91d228aeccc6f2e527

Observation cbcd13dc-926a-4612-a120-c0a5bac17355 · outbound

This paper cites write newline.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems write newline

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-09T20:41:21.700151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T20:41:21.700151Z digest=sha256:1694a5050515eaa758305fc51639ed818b1c21162d5a39ba870dd9548f3009af

Observation 11a01043-8464-451b-a975-2ad4918327dd · outbound

This paper cites @esa (Ref.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems @esa (Ref

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-09T20:41:21.708485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T20:41:21.708485Z digest=sha256:1c513d28c5e418ab30035bdf783413cf940c04d7cde0d7126749e17ace80214f

Observation e9a604d8-e4b4-409f-a6f7-308ef0faf701 · outbound

This paper cites an unresolved cited work.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-09T20:41:21.717996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T20:41:21.717996Z digest=sha256:5f2a2ffeae13fb5bca260743165de49a3ad365560ad54228ff08f9e2c240cfac

Observation 251545df-7122-47e6-97ac-378d0df379cb · outbound

This paper cites s 2vp ^7믿D+ cȊx Αǣ )(L4@ 4 h MMM3 HI_Ÿ &a!1* & > b` z :r&! A Mq1 t: ؊ @@oqK & v Lq `x &a7΂n Sb N-1@ l 6 7 : z \ [ h Jʏ r0ARbc oRub h ϟg yI !Ђ < #VNo WV: N '*ČJJ^ HvRK xM.

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems s 2vp ^7믿D+ cȊx Αǣ )(L4@ 4 h MMM3 HI_Ÿ &a!1* & > b` z :r&! A Mq1 t: ؊ @@oqK & v Lq `x &a7΂n Sb N-1@ l 6 7 : z \ [ h Jʏ r0ARbc oRub h ϟg yI !Ђ < #VNo WV: N '*ČJJ^ HvRK xM

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:41:23.664366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T20:41:21.725863Z digest=sha256:939e875aa9768558fec7382bcc6babb7e0499c483cd887b426eb3204a12547ef

Pith citing papers

No inbound Pith citation observations are available.