Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Training Strategies for Efficient Embodied Reasoning
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2505.08243.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:41:31.454469Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T13:37:06.859851Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 20ff8100-4ca7-47bb-9441-8c965fb14dc3 · inbound
GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions cites this paper.
GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions Training Strategies for Efficient Embodied Reasoning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:59:01.209286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 451320f0-dd92-45fd-8e85-407168da5887 · inbound
Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey cites this paper.
Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey Training Strategies for Efficient Embodied Reasoning
Reference 95
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:28:15.961055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fb8a56cb-ec2d-4e5c-9c00-4f399dfe0038 · inbound
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning cites this paper.
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning Training Strategies for Efficient Embodied Reasoning
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:02:11.447034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 81caf4b3-5bd4-4bee-bbad-5166d924e395 · inbound
Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey cites this paper.
Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey Training Strategies for Efficient Embodied Reasoning
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:08:16.019521Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0398b2b6-653d-4d09-91cc-bf5076335373 · inbound
DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models cites this paper.
DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models Training Strategies for Efficient Embodied Reasoning
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T03:10:48.972174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1ada9042-7d33-4288-813d-4d06bb32cfa0 · inbound
EVE: A Generator-Verifier System for Generative Policies cites this paper.
EVE: A Generator-Verifier System for Generative Policies Training Strategies for Efficient Embodied Reasoning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:10:34.393044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bd83c1f-98b4-4efd-854a-a4c440649493 · inbound
Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training cites this paper.
Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training Training Strategies for Efficient Embodied Reasoning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T13:29:51.070384Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94e60e04-57d3-4790-97b1-c7dcb6b53174 · inbound
PoseVLA: Universal Pose Pretraining for Generalizable Vision-Language-Action Policies cites this paper.
PoseVLA: Universal Pose Pretraining for Generalizable Vision-Language-Action Policies Training Strategies for Efficient Embodied Reasoning
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T13:05:10.025747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 695d346a-885e-4bbe-ab8f-f360d97c2d60 · inbound
PoseVLA: Universal Pose Pretraining for Generalizable Vision-Language-Action Policies cites this paper.
PoseVLA: Universal Pose Pretraining for Generalizable Vision-Language-Action Policies Training Strategies for Efficient Embodied Reasoning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T21:37:10.787322Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f321d94-db77-45cb-9aec-8588946b1c8d · inbound
VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models cites this paper.
VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models Training Strategies for Efficient Embodied Reasoning
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T00:59:36.782735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cd3813ec-440b-42c3-87be-a2e62c9aabc0 · inbound
TRAP: Hijacking VLA CoT-Reasoning via Adversarial Patches cites this paper.
TRAP: Hijacking VLA CoT-Reasoning via Adversarial Patches Training Strategies for Efficient Embodied Reasoning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T19:50:50.950451Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf40e9b-bdcf-4687-a81d-a531c9c364a8 · inbound
Environmental Understanding Vision-Language Model for Embodied Agent cites this paper.
Environmental Understanding Vision-Language Model for Embodied Agent Training Strategies for Efficient Embodied Reasoning
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:26:11.056794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e09b5153-3e2c-425c-9c4d-ded9a0310cbc · inbound
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search cites this paper.
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search Training Strategies for Efficient Embodied Reasoning
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T03:01:18.344630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 75ba3d46-16ff-40f2-a3ca-28d06292c94e · inbound
Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation cites this paper.
Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation Training Strategies for Efficient Embodied Reasoning
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T03:46:33.301446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f2b8a074-1252-419e-bbfa-09b140029a78 · inbound
DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? cites this paper.
DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? Training Strategies for Efficient Embodied Reasoning
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T11:08:03.074252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation faf1eda9-83a1-44b8-9392-2128b4d17f90 · inbound
Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision cites this paper.
Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision Training Strategies for Efficient Embodied Reasoning
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T15:44:48.962803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8f5e6263-7b22-4862-b0d9-716889209cef · inbound
Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision cites this paper.
Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision Training Strategies for Efficient Embodied Reasoning
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:37:22.353552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9f03ab37-eb46-4b44-8256-c570f73bfebb · inbound
Do Vision-Language-Action Models Mean What They Say? On the Role of Faithfulness in Embodied Reasoning cites this paper.
Do Vision-Language-Action Models Mean What They Say? On the Role of Faithfulness in Embodied Reasoning Training Strategies for Efficient Embodied Reasoning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T15:16:38.426751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a185804e-cf60-4653-b464-ed95f389c415 · inbound
APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts cites this paper.
APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts Training Strategies for Efficient Embodied Reasoning
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T13:37:06.861034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 400c7946-e052-4d43-89aa-478c300bdf5e · inbound
Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories cites this paper.
Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories Training Strategies for Efficient Embodied Reasoning
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T00:04:00.468016Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 284bca53-bfe9-40f6-b039-1ce943b45667 · inbound
Reasoning as a Double-Edged Sword: Architecture and Cross-Stage Robustness in Vision-Language-Action Models cites this paper.
Reasoning as a Double-Edged Sword: Architecture and Cross-Stage Robustness in Vision-Language-Action Models Training Strategies for Efficient Embodied Reasoning
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:41:31.454469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c9638e6-7219-48bb-b32e-acdb61da296a · inbound
RoboInter1.5: A Holistic Intermediate Representation Suite for Embodied World Modeling and Robotic Manipulation cites this paper.
RoboInter1.5: A Holistic Intermediate Representation Suite for Embodied World Modeling and Robotic Manipulation Training Strategies for Efficient Embodied Reasoning
Reference 126
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T14:39:46.327139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.