Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:13:35.477535Z
Paper Citation Record · LEDGER
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
As of 18 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 29 inbound Pith citation observations for arXiv:2506.17221.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:28:52.281460Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-05T11:41:02.489833Z
Reference resolution
67 of 67 outbound references displayed
- verified exact0
- verified fuzzy35
- unresolved32
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 95820f54-6477-4737-adfc-a83fcceeb0bc · outbound
This paper cites On Evaluation of Embodied Navigation Agents.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning On Evaluation of Embodied Navigation Agents
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.028057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b99020-06ec-4168-a455-16f04ced02dc · outbound
This paper cites Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:38.375762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5c9ecc8-645d-4305-b11c-2fbe24adca73 · outbound
This paper cites InternLM2 Technical Report.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning InternLM2 Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.123874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39cce60e-1488-4877-8bc3-a49c2a7001e1 · outbound
This paper cites Matterport3D: Learning from RGB-D data in indoor environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Matterport3D: Learning from RGB-D data in indoor environments
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:38.207351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0207b2e9-a086-4c2f-8608-a1fac5f3f3c1 · outbound
This paper cites Mapgpt: Map-guided prompting for unified vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Mapgpt: Map-guided prompting for unified vision-and-language navigation
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:38.174363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e78035b7-549d-4078-b256-330e318eab6b · outbound
This paper cites Topological planning with transformers for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Topological planning with transformers for vision-and-language navigation
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:38.163714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bc4f4967-a47e-4ded-87b0-f95b28402055 · outbound
This paper cites Weakly-supervised multi-granularity map learning for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Weakly-supervised multi-granularity map learning for vision-and-language navigation
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:38.152988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1ea06167-e011-4855-9021-92a07169cb14 · outbound
This paper cites Action-aware zero-shot robot navigation by exploiting vision-and-language ability of foundation models.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Action-aware zero-shot robot navigation by exploiting vision-and-language ability of foundation models
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.976398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d730a088-f690-4c8d-a931-221c2bd60bb4 · outbound
This paper cites History aware multimodal transformer for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning History aware multimodal transformer for vision-and-language navigation
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.964476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b41ab028-19db-4a8e-a4b5-753ec7b0ef97 · outbound
This paper cites Uniter: Universal image-text representation learning.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Uniter: Universal image-text representation learning
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.952439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f4e8e106-83e4-4343-81d7-e9d8bec7007b · outbound
This paper cites CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.157333Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9741b62-7064-4284-a6f4-b7f06ec1a3c8 · outbound
This paper cites Cross-modal map learning for vision and language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Cross-modal map learning for vision and language navigation
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.803921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 697f58a8-9f65-4993-9ff7-9268d923dbbd · outbound
This paper cites Airbert: In-domain pretraining for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Airbert: In-domain pretraining for vision-and-language navigation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.723752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 785dd256-8062-4a6d-a829-f1952d97f422 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.171189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f99d3f0-6805-467f-94f1-0230da081561 · outbound
This paper cites Towards learning a generic agent for vision-and-language navigation via pre-training.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Towards learning a generic agent for vision-and-language navigation via pre-training
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.711785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17049884-3f30-4baf-af0b-8db308361993 · outbound
This paper cites Bridging the gap between learning in discrete and continuous environments for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Bridging the gap between learning in discrete and continuous environments for vision-and-language navigation
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.596724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 806dff77-4bba-4208-a52a-4979530cd93b · outbound
This paper cites Visual language maps for robot navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Visual language maps for robot navigation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.549894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4658de4-9c2e-4aa0-b1f2-327923451d36 · outbound
This paper cites Qwen2.5-Coder Technical Report.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Qwen2.5-Coder Technical Report
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.187501Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99160d84-0f57-43c3-937b-616320948f42 · outbound
This paper cites SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.236495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1840740-6108-41ca-a6b0-109baf4aaf77 · outbound
This paper cites Preference Optimization for Reasoning with Pseudo Feedback.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Preference Optimization for Reasoning with Pseudo Feedback
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.302141Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 802f7653-1b0d-4e2a-b34c-618cc36a8ec6 · outbound
This paper cites Waypoint models for instruction-guided navigation in continuous environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Waypoint models for instruction-guided navigation in continuous environments
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.470184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a30ae0f-578e-42f2-9d6c-ca424061c678 · outbound
This paper cites Sim-2-sim transfer for vision-and-language navigation in continu- ous environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Sim-2-sim transfer for vision-and-language navigation in continu- ous environments
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.400296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0a56a40f-7e5e-455b-b4f6-108cf6bc48f7 · outbound
This paper cites Beyond the nav-graph: Vision and language navigation in continuous environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Beyond the nav-graph: Vision and language navigation in continuous environments
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.387544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e520c7a6-6cfc-4087-9022-9f0c700f1ad7 · outbound
This paper cites Room-across- room: Multilingual vision-and-language navigation with dense spatiotemporal grounding.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Room-across- room: Multilingual vision-and-language navigation with dense spatiotemporal grounding
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.262456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c940f246-21f2-45bc-9120-d0d5e31d92c4 · outbound
This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.632894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 294741cb-7211-46f6-9a0c-efdb784586c5 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning LLaVA-OneVision: Easy Visual Task Transfer
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.637627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88b44393-45b1-4300-b672-c7118fe9035f · outbound
This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning VisualBERT: A Simple and Performant Baseline for Vision and Language
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.642564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d7b072b-2819-49f8-89ec-b0ca015c7125 · outbound
This paper cites Oscar: Object-semantics aligned pre-training for vision-language tasks.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Oscar: Object-semantics aligned pre-training for vision-language tasks
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.179433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0da77dcf-3ab5-4fe2-9120-8f1fc6bbd410 · outbound
This paper cites DeepSeek-V3 Technical Report.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning DeepSeek-V3 Technical Report
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.651647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a3af02d-e39d-4fc3-9183-98dedf14e1f8 · outbound
This paper cites Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.656773Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a325bba-ec89-4346-a5f6-d4d744577944 · outbound
This paper cites Visual instruction tuning.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Visual instruction tuning
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.660965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67aede46-2b0c-45b4-87fc-9d58544cd12d · outbound
This paper cites Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.665920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ffb0c44-ba32-4a86-9701-b58cf209230d · outbound
This paper cites Instructnav: Zero-shot system for generic instruction navigation in unexplored environment.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Instructnav: Zero-shot system for generic instruction navigation in unexplored environment
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:37.161342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5f45575c-524a-4a69-a58f-e9dccd63ccaa · outbound
This paper cites Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.674399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1630eed5-2748-4040-ad58-ae41279ceef6 · outbound
This paper cites Openeqa: Embodied question answering in the era of foundation models.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Openeqa: Embodied question answering in the era of foundation models
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.955064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 04aecad7-8264-4423-9a18-067a2b59e62e · outbound
This paper cites Improving vision-and-language navigation with image-text pairs from the web.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Improving vision-and-language navigation with image-text pairs from the web
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.895040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 52a91510-ec62-4ba5-8dd6-26896011261a · outbound
This paper cites Core challenges of social robot navigation: A survey.ACM Transactions on Human-Robot Interaction, 2023.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Core challenges of social robot navigation: A survey.ACM Transactions on Human-Robot Interaction, 2023
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.882612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f3dc8c7-0ce2-4101-814d-4c1c5b642f5a · outbound
This paper cites WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:34.882988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fee35b4-0900-41df-a076-6127f161c7c8 · outbound
This paper cites Hello gpt-4o, 2024.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Hello gpt-4o, 2024
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.806819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a353eb50-356f-489e-80fa-cd2efd9adf0a · outbound
This paper cites Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.003844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92d978e1-ad7d-4697-b8b2-2741cb00972b · outbound
This paper cites Hop: History- and-order aware pre-training for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Hop: History- and-order aware pre-training for vision-and-language navigation
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.736526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9cc78092-9cd9-421b-86ac-0e845ac13106 · outbound
This paper cites March in chat: Interactive prompting for remote embodied referring expression.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning March in chat: Interactive prompting for remote embodied referring expression
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.723183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7c358a7f-d137-4465-9834-efd9306310f0 · outbound
This paper cites Direct preference optimization: Your language model is secretly a reward model.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Direct preference optimization: Your language model is secretly a reward model
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.710421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5dc97792-0628-496d-88d0-8f3ffcae0902 · outbound
This paper cites ZeRO: Memory Optimizations Toward Training Trillion Parameter Models.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.036739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a45ed90-b05c-4e60-aa7a-3d9eff51b244 · outbound
This paper cites Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.040784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03faa876-b8ed-4f59-9b04-28bda83bdc0e · outbound
This paper cites Habitat: A Platform for Embodied AI Research.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Habitat: A Platform for Embodied AI Research
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.570681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation af473092-c51e-41af-ae58-b89b1d093ac0 · outbound
This paper cites Proximal Policy Optimization Algorithms.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Proximal Policy Optimization Algorithms
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.048732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea8bbc1f-f466-4dc8-ac43-b7f4575299b5 · outbound
This paper cites Lm-nav: Robotic navigation with large pre-trained models of language, vision, and action.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Lm-nav: Robotic navigation with large pre-trained models of language, vision, and action
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.455953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4eda079-a033-49f0-bd35-e33ab1691b84 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.056673Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdf2fac2-3abc-4af1-a821-ff090a05bdb1 · outbound
This paper cites VL-BERT: Pre-training of Generic Visual-Linguistic Representations.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning VL-BERT: Pre-training of Generic Visual-Linguistic Representations
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.061441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20bac8e7-16be-4130-8bb0-a77188020fda · outbound
This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Aligning Large Multimodal Models with Factually Augmented RLHF
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.069330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0add378d-4fe4-4695-aec2-e461b438987f · outbound
This paper cites Lxmert: Learning cross-modality encoder representations from transformers.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Lxmert: Learning cross-modality encoder representations from transformers
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.443423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 471ca004-79fa-4a4e-b5bd-95f5debe78f2 · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.078104Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0723114-6cbb-4338-a40e-6655eb42e865 · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.082112Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eac053ab-16e0-427a-bbf0-39a34d8e9763 · outbound
This paper cites Cross-modal semantic alignment pre-training for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Cross-modal semantic alignment pre-training for vision-and-language navigation
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.304409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2d2d3e94-8a51-46e0-9cf3-f9ef8b0d1122 · outbound
This paper cites RlHF-V: Towards trustworthy mllms via behavior alignment from fine-grained correctional human feedback.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning RlHF-V: Towards trustworthy mllms via behavior alignment from fine-grained correctional human feedback
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.190848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e6d0083e-8dd8-4b57-aad8-aa2b0ffca1c3 · outbound
This paper cites RLAIF-V: Aligning mllms through open-source ai feedback for super gpt-4v trustworthiness.arXiv:2405.17220, 2024.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning RLAIF-V: Aligning mllms through open-source ai feedback for super gpt-4v trustworthiness.arXiv:2405.17220, 2024
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.317485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c43d417-d420-4ebc-96e4-374abb7c4902 · outbound
This paper cites Uni-navid: A video-based vision-language-action model for unifying embodied navigation tasks.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Uni-navid: A video-based vision-language-action model for unifying embodied navigation tasks
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.178360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bd3a18ce-95ba-4e7a-add5-5bc2e405887d · outbound
This paper cites Navid: Video-based vlm plans the next step for vision-and-language navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Navid: Video-based vlm plans the next step for vision-and-language navigation
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:36.167393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b154de35-01e1-4a52-9abc-b5a2363c4374 · outbound
This paper cites CodeDPO: Aligning Code Models with Self Generated and Verified Source Code.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning CodeDPO: Aligning Code Models with Self Generated and Verified Source Code
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.330200Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 342689a5-54d0-457f-b725-6638bf4380a0 · outbound
This paper cites o1-Coder: an o1 Replication for Coding.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning o1-Coder: an o1 Replication for Coding
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.335052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fe4223b-2061-47d0-bd69-ad85a6f78bbc · outbound
This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.339035Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c72e89a7-32b8-4e48-88b8-064a8684baec · outbound
This paper cites Towards learning a generalist model for embodied navigation.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Towards learning a generalist model for embodied navigation
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:35.926368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 214c657b-3da0-4473-be45-54f0f86dbf7f · outbound
This paper cites Navgpt-2: Unleashing navigational reasoning capability for large vision-language models.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Navgpt-2: Unleashing navigational reasoning capability for large vision-language models
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T19:13:35.912524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8f2a9eee-70ce-4a39-81d1-78360dd66e04 · outbound
This paper cites NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.468781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69e6592b-45cb-4852-ae65-72397ef3a9b9 · outbound
This paper cites Aligning Modalities in Vision Large Language Models via Preference Fine-tuning.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.473688Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 822b315f-3eaf-4ef9-a0ee-2a97b7514e12 · outbound
This paper cites Deep Learning for Embodied Vision Navigation: A Survey.
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Deep Learning for Embodied Vision Navigation: A Survey
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:13:35.477535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 73c5e88f-7f8c-427d-a906-4abc614a6403 · inbound
Pseudo Depth Meets Gaussian: A Feed-forward RGB SLAM Baseline cites this paper.
Pseudo Depth Meets Gaussian: A Feed-forward RGB SLAM Baseline VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:56:04.195788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b85f0e97-f99f-4328-b6a6-3b51bc81b640 · inbound
Nav-R1: Reasoning and Navigation in Embodied Scenes cites this paper.
Nav-R1: Reasoning and Navigation in Embodied Scenes VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T17:31:42.089676Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5618983b-961c-4d25-8831-f4de5fb791b7 · inbound
DreamNav: A Trajectory-Based Imaginative Framework for Zero-Shot Vision-and-Language Navigation cites this paper.
DreamNav: A Trajectory-Based Imaginative Framework for Zero-Shot Vision-and-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T17:00:45.020389Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa6ee4d9-00b3-47dd-9ceb-a3d06dbea990 · inbound
Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.
Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 140
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T16:07:37.828525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f6d4493-0bc1-4a99-9994-6333f0c359cd · inbound
IRPO: Boosting Image Restoration via Post-training GRPO cites this paper.
IRPO: Boosting Image Restoration via Post-training GRPO VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T19:24:39.321499Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49bc9c5f-727f-4eb4-9bc8-98d0d5dd10a2 · inbound
Aerial Vision-Language Navigation with a Unified Framework for Spatial, Temporal and Embodied Reasoning cites this paper.
Aerial Vision-Language Navigation with a Unified Framework for Spatial, Temporal and Embodied Reasoning VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:58:42.589185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6ef87bd5-bd44-4240-8069-7b85f724ef06 · inbound
Token Warping Helps MLLMs Look from Nearby Viewpoints cites this paper.
Token Warping Helps MLLMs Look from Nearby Viewpoints VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T21:08:17.442855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 818345e2-d07f-4a43-a906-1cca8202e0c9 · inbound
Hypothesis Graph Refinement: Hypothesis-Driven Exploration with Cascade Error Correction for Embodied Navigation cites this paper.
Hypothesis Graph Refinement: Hypothesis-Driven Exploration with Cascade Error Correction for Embodied Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T17:08:00.907219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fde93708-7efc-41f8-aaa4-f929867df094 · inbound
Enhancing MLLM Spatial Understanding via Active 3D Scene Exploration for Multi-Perspective Reasoning cites this paper.
Enhancing MLLM Spatial Understanding via Active 3D Scene Exploration for Multi-Perspective Reasoning VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:15:47.751455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 53443418-d67e-4f2a-9708-e9072ca1faf8 · inbound
HiRO-Nav: Hybrid ReasOning Enables Efficient Embodied Navigation cites this paper.
HiRO-Nav: Hybrid ReasOning Enables Efficient Embodied Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:41:01.531030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 062ae992-5bef-4e9a-af06-a426058fbc1f · inbound
Think before Go: Hierarchical Reasoning for Image-goal Navigation cites this paper.
Think before Go: Hierarchical Reasoning for Image-goal Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:51:10.485653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d7e87bfa-b62d-4502-b272-c4e2f2ccce5b · inbound
Dual-Anchoring: Addressing State Drift in Vision-Language Navigation cites this paper.
Dual-Anchoring: Addressing State Drift in Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:51:45.828270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9f612723-deee-4adf-a40e-1a7f51c2744e · inbound
Steadily moving semi-infinite fracture in plane poroelasticity cites this paper.
Steadily moving semi-infinite fracture in plane poroelasticity VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 77
- Resolution
- verified exact
- local_arxiv, observed 2026-07-05T11:41:02.491147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c75ecfb5-fb62-42f1-a8d0-f4067bd19a30 · inbound
XEmbodied: A Foundation Model with Enhanced Geometric and Physical Cues for Large-Scale Embodied Environments cites this paper.
XEmbodied: A Foundation Model with Enhanced Geometric and Physical Cues for Large-Scale Embodied Environments VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 77
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:51:10.296777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e37d385e-ef1d-407e-acb5-948dbc1a8cc6 · inbound
SpaAct: Spatially-Activated Transition Learning with Curriculum Adaptation for Vision-Language Navigation cites this paper.
SpaAct: Spatially-Activated Transition Learning with Curriculum Adaptation for Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:36:31.243113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 79ce5e0b-fb83-47c5-bf81-7c5e0cf19292 · inbound
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search cites this paper.
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 84
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T03:01:18.332757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f66da04d-f31d-4ccc-9688-5ff8f158570e · inbound
WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation cites this paper.
WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T17:48:48.633274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0ce6c4d5-b991-4c1b-a393-9f1103944045 · inbound
AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation cites this paper.
AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T04:46:04.568388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8da6f638-a852-4621-a212-12dc15632643 · inbound
World Models as Group Actions cites this paper.
World Models as Group Actions VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T13:24:40.331396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ed9be44b-6172-4d41-b974-7b2b4d67a4ed · inbound
Bridging the 2D-3D Gap: A Hierarchical Semantic-Geometric Map for Vision Language Navigation cites this paper.
Bridging the 2D-3D Gap: A Hierarchical Semantic-Geometric Map for Vision Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T22:34:01.336932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b0a0df41-f434-4da9-90ef-c03458f72283 · inbound
Reasmory: 3D Reconstruction as Explicit Memory for VLMs Spatial Reasoning cites this paper.
Reasmory: 3D Reconstruction as Explicit Memory for VLMs Spatial Reasoning VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T20:46:13.683917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 59072d98-3d15-47d9-b66f-d43b0980ef2a · inbound
Goal2Pixel: Grounding Goals to Pixels for Vision-Language Navigation cites this paper.
Goal2Pixel: Grounding Goals to Pixels for Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T22:16:15.779796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 39828a1e-b0db-486a-b879-ad91aba9459b · inbound
Beyond Waypoints: A Trajectory-Centric Waypointing Paradigm for Vision-Language Navigation cites this paper.
Beyond Waypoints: A Trajectory-Centric Waypointing Paradigm for Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T19:07:17.765948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9ee761ed-2ee7-4e27-8aab-274aa4eee27c · inbound
Watch, Remember, Reason: Human-View Video Understanding with MLLMs cites this paper.
Watch, Remember, Reason: Human-View Video Understanding with MLLMs VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 239
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T17:27:15.728048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation afdb57f2-0228-4d53-b770-cbc3316ed17e · inbound
Path-level Hindsight Instructions for Semantic Exploration in Vision-Language Navigation cites this paper.
Path-level Hindsight Instructions for Semantic Exploration in Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T14:08:21.390625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 43227267-f85c-427b-b2e8-587b41454996 · inbound
A Comprehensive Survey and Systematic Real-World Evaluation of Embodied Vision-and-Language Navigation cites this paper.
A Comprehensive Survey and Systematic Real-World Evaluation of Embodied Vision-and-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T15:39:59.878169Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86424cd5-e548-4337-b63d-c8f01723c1ad · inbound
Joint On-and-Off Policy Learning for Vision-and-Language Navigation cites this paper.
Joint On-and-Off Policy Learning for Vision-and-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:13:54.793452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b9be73c-fe2f-4bf4-b991-db29888e2848 · inbound
Towards Dual-Brain Minimal Sufficient Representation for Vision-Language Navigation cites this paper.
Towards Dual-Brain Minimal Sufficient Representation for Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T03:26:15.484911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 918d788f-3643-4bfe-b999-c2ffe3ed2f8f · inbound
RecoverFly: A Failure-Aware Reinforcement Learning Post-Training Framework for Aerial Vision-Language Navigation cites this paper.
RecoverFly: A Failure-Aware Reinforcement Learning Post-Training Framework for Aerial Vision-Language Navigation VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:28:52.281460Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.