Paper Citation Record · LEDGER

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning

As of 11 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2510.14828.

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

pith.paper-citation-record.v1
2510.14828 v3

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:33:42.644462Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-14T17:54:50.325820Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T17:57:33.302151Z

Reference resolution

68 of 68 outbound references displayed

verified exact0
verified fuzzy0
unresolved68
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f77073e-0b7e-4236-8853-8e31202b484e · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.164763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6499bf0-acd5-4286-ad8a-4f31473a4172 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.248595Z

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Observation a5cdd6ee-f146-4902-ab57-b49252306109 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.334499Z

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Observation 1c1435f5-dac0-425b-a2bd-3c3b35d214b8 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.421925Z

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Observation 47da6e38-1052-4529-9f20-6bc6fe3661f4 · outbound

This paper cites DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.516249Z

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Observation cc88a67d-9a4b-462d-a8cf-84457bdf72d5 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.596870Z

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Observation 76637523-0550-43f2-a75f-7c0ca3167490 · outbound

This paper cites VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.673101Z

Source-reported events for the cited work

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Observation ddd89d9e-e6a6-480b-8d46-62ef500fe2c9 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.732719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c3a89a6-d496-4f2a-ac87-f3a88b90769f · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.824221Z

Source-reported events for the cited work

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Observation 287e2341-46b4-44fd-b14e-f4aaa56b3342 · outbound

This paper cites SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.915402Z

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Observation 0c97f4fe-f96b-4e6f-88b6-1daac8b70f17 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:37.979590Z

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Observation 76db443e-2e45-4aa5-9f20-d86165ee7018 · outbound

This paper cites Qwen2.5-VL Technical Report.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Qwen2.5-VL Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.035048Z

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Observation 007b2173-e4b4-4ab0-aefa-1d67fda17d32 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.122980Z

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Observation 663cc9ae-d62e-491c-b3c8-513ccbff3950 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.225037Z

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Observation 03f72b09-5350-4862-bdd3-4180241fe0f5 · outbound

This paper cites A Survey of Embodied AI: From Simulators to Research Tasks.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning A Survey of Embodied AI: From Simulators to Research Tasks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.311414Z

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Observation c3228154-aca9-4dec-9b7a-b40389d2f0c8 · outbound

This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Agent AI: Surveying the Horizons of Multimodal Interaction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.396393Z

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Observation 6f8873d8-e2c1-4d93-b663-d1c42fe201b3 · outbound

This paper cites Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.485506Z

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Observation 3c6aa1f6-31f5-42e5-b836-6ce307f2176e · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.547736Z

Source-reported events for the cited work

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Observation a1e41c29-913e-4819-a24b-0f3b5294da57 · outbound

This paper cites Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.644459Z

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Observation 95a5c8a6-8a44-46ff-b8ce-25da8195f68b · outbound

This paper cites SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.707015Z

Source-reported events for the cited work

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Observation 9ad1ad25-bd18-4fa8-8088-c594776ae649 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.742058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90be904b-6709-402a-8fce-10bcad633495 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20cb3071-f4eb-4fde-bb10-bec73bd737e6 · outbound

This paper cites RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:38.976923Z

Source-reported events for the cited work

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Observation 3e9004e9-3fa5-45a2-8261-efb517b7d826 · outbound

This paper cites AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning

Reference 24

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Observation 7894e5b7-0ba8-48a8-a727-e74e6c2bce8e · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:39.183849Z

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Observation 239f54c4-f565-4212-99fa-7e479d963c5c · outbound

This paper cites VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:39.319465Z

Source-reported events for the cited work

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Observation 47e90a23-9977-4161-9e0f-227a905396ff · outbound

This paper cites Large Model Empowered Embodied AI: A Survey on Decision-Making and Embodied Learning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Large Model Empowered Embodied AI: A Survey on Decision-Making and Embodied Learning

Reference 27

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Observation 053d6d53-f0ab-48d1-8353-563cfd4304aa · outbound

This paper cites Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:39.470901Z

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Observation e972aef4-4091-42b8-9514-11782e3d20d8 · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:39.545675Z

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Observation 9d1e0453-2504-4012-ac5c-c00a62dbcb46 · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

Reference 30

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Observation 60901f06-4fbb-470e-9d54-7cda08d151cb · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 31

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Observation 6c37f363-c13a-411c-99cd-3b7ced36bfd9 · outbound

This paper cites OpenAI o1 System Card.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning OpenAI o1 System Card

Reference 32

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Observation ff9aac9d-6f3d-4b0b-8b05-791516e27ebd · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 33

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Observation b976c30e-d0f1-475c-9a13-8673b6cd41e2 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 34

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Observation 9f7ee5c6-177d-49ff-9d5c-58239ead11f2 · outbound

This paper cites an unresolved cited work.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 35

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Observation 356fe00a-db9c-4419-bb9a-22d65ee941ed · outbound

This paper cites Habitat: A Platform for Embodied AI Research.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Habitat: A Platform for Embodied AI Research

Reference 36

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning RoboVQA: Multimodal Long-Horizon Reasoning for Robotics

Reference 37

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Observation ae0cad2e-052a-4f96-9b80-abbe5e7545ba · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 38

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 39

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Observation 070e2f59-2fb9-4760-a14c-4a030752f44b · outbound

This paper cites Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models

Reference 40

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Observation 6841738b-d346-445d-9af7-c50c12831ce4 · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 41

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Observation 23505add-31dc-4721-b5af-dc5c2eb429a2 · outbound

This paper cites ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Reference 42

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

Reference 43

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Unavailable: canonical work link unavailable.

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Gemma 3 Technical Report

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 45

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This paper cites Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation

Reference 46

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Observation 951575bc-7608-422b-8ab0-c162ca620349 · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 47

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model

Reference 48

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 49

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Observation abbbf8a1-ad4d-4672-9847-8cecb376950b · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Unresolved cited work

Reference 50

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This paper cites Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset

Reference 51

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning arXiv:2509.24494 [cs.CL] https://arxiv.org/abs/2509

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.226056Z

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Observation cd9f6d05-1b05-40a7-99fa-612ad0a20a1a · outbound

This paper cites SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.412380Z

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Observation 08d3e24a-16de-4ef9-9daf-916074e2ae47 · outbound

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning ScienceWorld: Is your Agent Smarter than a 5th Grader?

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.370086Z

Source-reported events for the cited work

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Observation 228d765b-1279-480a-b96e-82f25ef54e93 · outbound

This paper cites Reinforced Reasoning for Embodied Planning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Reinforced Reasoning for Embodied Planning

Reference 56

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RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.700343Z

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Observation f1accbf5-2d65-4d33-890c-c145f07b63a5 · outbound

This paper cites Embodied Task Planning with Large Language Models.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Embodied Task Planning with Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.629369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ce6b19d-f7b0-40cc-bf15-783a3356c17d · outbound

This paper cites EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.839773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7759031b-650e-4aaf-97af-23bb67c10b09 · outbound

This paper cites A Survey on Robotics with Foundation Models: toward Embodied AI.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning A Survey on Robotics with Foundation Models: toward Embodied AI

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.788473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c9ae41d-8adc-41e7-b0f8-0f50a4da9c7d · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.041223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e7f942-9ec8-44d1-a197-56410fa1ff20 · outbound

This paper cites Demystifying Long Chain-of-Thought Reasoning in LLMs.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Demystifying Long Chain-of-Thought Reasoning in LLMs

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:41.924759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15308678-5de8-4ed6-83b7-e44781a14490 · outbound

This paper cites ACECODER: Acing Coder RL via Automated Test-Case Synthesis.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.262857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a041484a-e109-4286-b7a9-6420c0b5cf8e · outbound

This paper cites AgentTuning: Enabling Generalized Agent Abilities for LLMs.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning AgentTuning: Enabling Generalized Agent Abilities for LLMs

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.145467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088f09f5-4de6-462f-879c-1e007c5d2c71 · outbound

This paper cites R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.482668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b7ccd8-d487-4846-ac50-b8239a562185 · outbound

This paper cites Vision-Language Models for Vision Tasks: A Survey.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Vision-Language Models for Vision Tasks: A Survey

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.375221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f88f39fd-5a20-47bc-aadf-f41e12188cba · outbound

This paper cites RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.644462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba6f6a2-bc86-409c-ae91-36b052a70dc3 · outbound

This paper cites Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.587307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1099645-a944-49a6-9be7-50fa2d184a26 · outbound

This paper cites Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:40.546288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5929a515-634a-42c3-bd96-e4cbe4d82e70 · inbound

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning cites this paper.

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-06-10T02:12:36.666320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6a75c318-e443-42ec-9013-e5b95c201d67 · inbound

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data cites this paper.

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-10T02:12:36.666320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.