Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T03:13:07.963343Z
Paper Citation Record · LEDGER
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment
As of 23 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2607.06522.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
68 of 68 outbound references displayed
- verified exact27
- verified fuzzy17
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ed52611d-6404-45fa-85eb-20c61369df83 · outbound
This paper cites Physical Reasoning Using Dynamics-Aware Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Physical Reasoning Using Dynamics-Aware Models
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.653189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c0dc1ec4-9bf6-449a-a47e-b0165fd5c86f · outbound
This paper cites Proceedings of the National Academy of Sciences , volume = 117, number = 47, pages =.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Proceedings of the National Academy of Sciences , volume = 117, number = 47, pages =
Reference 2
- Resolution
- verified exact
- doi, observed 2026-07-08T03:14:31.249016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4beb6dd4-5837-4128-a45f-59760649c617 · outbound
This paper cites Andrychowicz, F.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Andrychowicz, F
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.729786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f3d32b3a-ea4b-4eb5-ba82-e5dec74eae24 · outbound
This paper cites Claude Sonnet 4.6.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Claude Sonnet 4.6
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.731615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4ea48229-d0c9-47af-a1b6-d3a57690bd2e · outbound
This paper cites CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.631785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8298b3d4-40c0-4f1c-8970-e7a737595ebc · outbound
This paper cites Bagdonaviciute and V.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Bagdonaviciute and V
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T03:14:31.661417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 54ae7d40-6dff-441d-9c0a-7e3716d3ccc0 · outbound
This paper cites Qwen3-VL Technical Report.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Qwen3-VL Technical Report
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.655897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7ccff90e-4904-4ac9-97bb-7bbef5a55a48 · outbound
This paper cites Bakhtin, L.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Bakhtin, L
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.726509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f987ce55-e3b8-4a28-a3ab-498acaa6660a · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.773732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a35f73d7-3764-44b5-a956-b71ab4469dbd · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T03:14:31.693360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6c48bdaf-3f3a-4b4a-b366-ee810459815d · outbound
This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.698320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e12ce0f5-23c4-4fff-9347-8b7da4bc89aa · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.775565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 61a59b27-5e81-45f2-a8d4-6652273b501f · outbound
This paper cites Cobbe, O.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Cobbe, O
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.753300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1448bfa3-d161-4661-ad86-f8bdd15d11cd · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.678130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 048c7cc3-3145-45d9-b093-68c9ca79fa90 · outbound
This paper cites Deep Reinforcement Learning Agents are not even close to Human Intelligence.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Deep Reinforcement Learning Agents are not even close to Human Intelligence
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.658780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 580f0695-8ccb-4118-9ab7-dab7fca2fd50 · outbound
This paper cites Dosovitskiy, L.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Dosovitskiy, L
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.749737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation df856c81-35aa-41f0-a04e-08a6c18e3b24 · outbound
This paper cites Video Language Planning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Video Language Planning
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.688412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b62d9b08-874d-45f0-90a2-ce063ddc4049 · outbound
This paper cites The Llama 3 Herd of Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment The Llama 3 Herd of Models
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.686039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4d61f409-feb6-4e88-9f49-5cc24740bd21 · outbound
This paper cites Fragkiadaki, P.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Fragkiadaki, P
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.758339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a4e2d28a-af0a-4e4d-8358-570ae7c793c5 · outbound
This paper cites Geirhos, J.-H.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Geirhos, J.-H
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.754926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 746dff87-5d63-419c-9f89-52dd301063bd · outbound
This paper cites Forward Prediction for Physical Reasoning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Forward Prediction for Physical Reasoning
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.695698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b8c15776-fe03-44f7-97a1-465c36b84099 · outbound
This paper cites Gemini 3.1 Flash-Lite Preview.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Gemini 3.1 Flash-Lite Preview
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.742585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0adc5675-661c-47ea-9e12-0317530e0034 · outbound
This paper cites Gemini 3.1 Pro Preview.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Gemini 3.1 Pro Preview
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.744390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d7cc9be6-9822-4132-a36a-272bdbb79bc9 · outbound
This paper cites From Diagnosis to Improvement: Probing Spatio-Physical Reasoning in Vision Language Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment From Diagnosis to Improvement: Probing Spatio-Physical Reasoning in Vision Language Models
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.664070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b67a8154-ad49-4202-9681-ec92f31d7ab6 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.717415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c5b30999-353a-4c87-8ce9-cdb7f8f00388 · outbound
This paper cites Kojima, S.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Kojima, S
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.777229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fae12ff3-8265-40cb-a647-fea6379b49a1 · outbound
This paper cites Langosco di Langosco, J.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Langosco di Langosco, J
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.722722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3871cf3b-85c9-43ca-beed-de2f598d4330 · outbound
This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Measuring Faithfulness in Chain-of-Thought Reasoning
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.644843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d59c9253-f583-4ea5-bd7a-b9fbd53e2956 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.719229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9e5e5603-4bdb-422c-b1c4-72f21a964894 · outbound
This paper cites GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.674801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 90e01b97-9955-4e3e-80ff-8e8b73a1c9dd · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.751632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8f6b1f4b-e8a8-44bf-b9e8-a6fff7aac52c · outbound
This paper cites Human-level control through deep reinforcement learning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Human-level control through deep reinforcement learning
Reference 32
- Resolution
- verified exact
- doi, observed 2026-07-08T03:14:31.253159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b2473507-c3b7-4614-be70-3caa19f24983 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.715436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 13ffb3c2-9daa-4487-8d3d-a86c0e9f47b5 · outbound
This paper cites Ouyang, J.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Ouyang, J
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.720975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e863240d-ea61-4f99-9d3c-183d2b7fd3eb · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.756611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e8db72bd-3100-4c5c-b3dd-7efb17ce5beb · outbound
This paper cites Qwen2.5 Technical Report.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Qwen2.5 Technical Report
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.647968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3fe3ffb7-79fc-43c3-b849-58595e678520 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.747943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fee5352b-fc0f-4b3c-b2ca-aae60543a303 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.650758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 88b68295-3d5f-44fa-a4ac-f7208502a78d · outbound
This paper cites Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.666850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1e56304b-08de-4628-aa04-951e787de882 · outbound
This paper cites Turpin, J.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Turpin, J
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.711756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 863b038d-f979-4d35-9741-719eebb561a4 · outbound
This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.669386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e9dd5308-814b-4a37-ba30-7b1446b9ee1f · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.709812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 300a3267-649c-47c3-9120-2e31dbd27f3a · outbound
This paper cites Wen et al.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Wen et al
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T03:14:31.641616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b7a96b53-f417-48c6-9a36-16275fdf9933 · outbound
This paper cites Visionary-r1: Mitigating shortcuts in visual reasoning with reinforcement learning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Visionary-r1: Mitigating shortcuts in visual reasoning with reinforcement learning
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T03:14:31.672100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cf061892-0007-4261-8c5f-50e9451fb024 · outbound
This paper cites DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.680675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 59ab3e84-c3b9-4ca9-9af7-0014f97de02f · outbound
This paper cites A Progressive Training Strategy for Vision-Language Models to Counteract Spatio-Temporal Hallucinations in Embodied Reasoning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment A Progressive Training Strategy for Vision-Language Models to Counteract Spatio-Temporal Hallucinations in Embodied Reasoning
Reference 46
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.638468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a153f5e4-1305-47b1-9934-6e1e3ef3d957 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.760047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 481be9be-aaa4-4559-9a3a-737e446c7755 · outbound
This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Robotic Control via Embodied Chain-of-Thought Reasoning
Reference 48
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.683552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9e218e5f-e9df-459e-a47a-5849500a1488 · outbound
This paper cites Zellers, Y.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Zellers, Y
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.772044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6d72d240-6007-42f0-80c5-f3f008603a42 · outbound
This paper cites CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.690896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 04dc6cf8-fc78-45fb-8a29-434a304b1922 · outbound
This paper cites On Robustness and Chain-of-Thought Consistency of RL-Finetuned VLMs.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment On Robustness and Chain-of-Thought Consistency of RL-Finetuned VLMs
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T03:14:31.629175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4c54ed06-47b8-4cd5-beec-ae6264157a51 · outbound
This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 52
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-08T03:14:31.634770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 09ca2eee-9352-415e-a434-47317d06a9b6 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.713643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4c3b7c5d-f898-4658-bcdf-15289c3bb052 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.707859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 362126f5-c1cd-4622-b214-0af5825d7768 · outbound
This paper cites OUTPUT FORMAT ( MUST MATCH EXACTLY ) You MUST output EXACTLY these se ct ion s in EXACT order , and NOTHING else : < scene_reasoning >.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment OUTPUT FORMAT ( MUST MATCH EXACTLY ) You MUST output EXACTLY these se ct ion s in EXACT order , and NOTHING else : < scene_reasoning >
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.724724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b8157907-28c6-4373-b178-eca44bb1f659 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.728125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ff805bcc-459b-4f77-b7f4-a72e6cc0e8ce · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.737329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 51b4131a-45cb-462d-b2e1-c2f069341f26 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.739101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d19bbdaa-dc6c-4714-9179-da154beb28d3 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.746147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fa061249-9d7c-457a-8979-9c95bc090705 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.740814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e197c980-3a0e-406e-8a52-0edf8a1a3fe2 · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.761723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b06966d6-3f2b-435b-b123-bc43b99481ce · outbound
This paper cites OUTPUT FORMAT ( MUST MATCH EXACTLY ) You MUST output EXACTLY these se ct ion s in EXACT order , and NOTHING else : < scene_reasoning >.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment OUTPUT FORMAT ( MUST MATCH EXACTLY ) You MUST output EXACTLY these se ct ion s in EXACT order , and NOTHING else : < scene_reasoning >
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.733585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eab2f331-217d-450e-8886-b82f792eca1a · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.735412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ebe03701-5c50-4a39-b763-90b4ed2361fb · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.770428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 75d3ee56-007b-47bc-ab22-268950b5abab · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.768374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0ddfa8bb-8553-4340-9d59-089026d9ad9e · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.766752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 43fd5f9e-16b3-453c-b626-99771f1a9e4e · outbound
This paper cites an unresolved cited work.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T03:14:31.765039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3eb01b1a-1f61-4bda-88e2-869d667639da · outbound
This paper cites true " ,.
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment true " ,
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T03:14:31.763407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.