Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 73 inbound Pith citation observations for arXiv:2510.03342.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
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, observed 2026-08-15T14:16:49.959308Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 87ea2ed5-1e15-4927-aba4-b55e53d53662 · inbound
Is Diversity All You Need for Scalable Robotic Manipulation? Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ce9309a-663a-42ab-9879-7330abe67db8 · inbound
VLASH: Real-Time VLAs via Future-State-Aware Asynchronous Inference Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e230502-d1e2-49ca-8c68-a7c437e5db19 · inbound
Towards Spatial Trace with Reasoning in Vision-Language Models for Robotics Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0b8694a-1112-4823-9c29-b2e1072ac118 · inbound
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 1
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 778cbe56-6348-4b37-99ce-7a440804e800 · inbound
A Pragmatic VLA Foundation Model Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 25
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 a3d0d134-ca94-4058-a15c-0203fe0f537c · inbound
CLAMP: Contrastive Learning for 3D Multi-View Action-Conditioned Robotic Manipulation Pretraining Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 45
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 875beaf1-eb55-4835-8f11-a54346f5ad70 · inbound
Language Movement Primitives: Grounding Language Models in Robot Motion Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 766d780e-8c3d-47f4-86e3-d5f20ef07e69 · inbound
RL-VLA$^3$: A Flexible and Asynchronous Reinforcement Learning Framework for VLA Training Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 6
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 565694db-2323-472f-ba96-e8f4fd14fb52 · inbound
RL-VLA$^3$: A Flexible and Asynchronous Reinforcement Learning Framework for VLA Training Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 7
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 b2dcab9a-3d9b-44da-aac6-edd839c75388 · inbound
Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 14
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 6439d51f-c76a-440d-b198-1f0871b206aa · inbound
PhysMem: Scaling Test-Time Memory for Embodied Physical Reasoning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 25
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 a6fc5845-9ef9-4a68-92fe-91c8e24e5b82 · inbound
From Local Corrections to Generalized Skills: Improving Neuro-Symbolic Policies with MEMO Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 815e9e82-bc28-4cf9-9973-e62f565da953 · inbound
RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 38
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 1be8e3e1-bb34-4e60-b5de-bc5956607f07 · inbound
RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8562aa9d-4d8f-40f9-b2bf-b0b8b38853a6 · inbound
ICLR: In-Context Imitation Learning with Visual Reasoning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04fd548f-fd3e-43e6-b818-a8c578370ec3 · inbound
FASTER: Rethinking Real-Time Flow VLAs Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 81
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 6cc25bb5-76c6-4454-b724-b09443e6f5b7 · inbound
FASTER: Rethinking Real-Time Flow VLAs Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 81
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 0355d1f8-dc6f-44c3-b180-0a5476c1eaf2 · inbound
RoboAgent: Chaining Basic Capabilities for Embodied Task Planning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 1
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 171fc2fe-e975-4cf9-950c-a29303f36325 · inbound
SafetyALFRED: Evaluating Safety-Conscious Planning of Multimodal Large Language Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 38
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 f7f41324-34db-4bc9-acb9-a83bbe1782dd · inbound
If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 7
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 119401d1-27fc-417a-9748-35ba1c395de6 · inbound
Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 20
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 54ff5ea7-ca86-4a17-ac67-9f3d35ab8aa0 · inbound
Source-Modality Monitoring in Vision-Language Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 11
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 aee736cd-cc7f-48d3-ac1c-6b9df1ce8b18 · inbound
Cooptimizing Safety and Performance Using Safety Value-Constrained Model Predictive Control Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 2
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 07d83bc2-099a-4e8d-8f2f-509fd4051267 · inbound
KinDER: A Physical Reasoning Benchmark for Robot Learning and Planning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 45
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 8af7a234-14f4-4e35-9545-bc58f18ce59c · inbound
MolmoAct2: Action Reasoning Models for Real-world Deployment Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 35
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 9cd6854a-fb94-4f8e-9ddf-54c6e423b1f1 · inbound
MolmoAct2: Action Reasoning Models for Real-world Deployment Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 37
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 21402a6e-9cf9-42d9-9154-a0d87daf6048 · inbound
Toward Visually Realistic Simulation: A Benchmark for Evaluating Robot Manipulation in Simulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 34
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 226863e4-9ca9-4b84-b458-a064a28f9bbb · inbound
Sword: Style-Robust World Models as Simulators via Dynamic Latent Bootstrapping for VLA Policy Post-Training Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 15
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 a13c69f2-9568-401b-bd01-b1c8580c55d2 · inbound
MemCompiler: Compile, Don't Inject -- State-Conditioned Memory for Embodied Agents Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 3
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 008fdeb9-2c53-4398-8922-317b528a372f · inbound
MemCompiler: Compile, Don't Inject -- State-Conditioned Memory for Embodied Agents Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 3
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 9e91d0d2-1c21-41f7-a7b8-e368404f66c9 · inbound
PriorVLA: Prior-Preserving Adaptation for Vision-Language-Action Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 36
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 7e23afb7-323a-4178-b33e-0dd16ec33d1f · inbound
Offline Policy Evaluation for Manipulation Policies via Discounted Liveness Formulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 29
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 cd0c3580-8804-4b73-a14e-00dd75bc7e4d · inbound
D-VLA: A High-Concurrency Distributed Asynchronous Reinforcement Learning Framework for Vision-Language-Action Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 3
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 d9d587b8-45a4-4818-80d1-82aafd684e88 · inbound
D-VLA: A High-Concurrency Distributed Asynchronous Reinforcement Learning Framework for Vision-Language-Action Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 3
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 0b0d2e8a-76f1-4ff1-b40e-65ad783e4cea · inbound
Spatially Prompted Visual Trajectory Prediction for Egocentric Manipulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 46
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 fa35a287-99b3-4425-8eb6-ca2815837e42 · inbound
Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 28
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 68fbd434-2d03-42d0-b528-ae8a17ea137f · inbound
Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 28
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 d7f0ea93-a530-498e-95d9-a3e5a089ce9c · inbound
Safe and Steerable Geometric Motion Policies for Robotic Dexterous Manipulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 12
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 8ce219c1-666b-4a40-8fd7-477f9e495c3c · inbound
EXPO-FT: Sample-Efficient Reinforcement Learning Finetuning for Vision-Language-Action Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 2
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 84fed369-2f0e-46a2-8867-f4760d459a65 · inbound
Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 18
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 8ef59681-bedd-4f2f-bed1-4014dfee6721 · inbound
Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 18
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 13137374-7d30-48d6-bc82-11365beeab42 · inbound
RobotValues: Evaluating Household Robots When Human Values Conflict Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 29
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 965049d7-5220-4f37-8ced-cf6e6152bcfc · inbound
Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 47
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 81983eb6-3450-4284-a8d1-2c422f1a15fe · inbound
What Matters in Orchestrating Robot Policies: A Systematic Study of Hierarchical VLA Agents Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 6
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 d57552bd-e922-4e89-85b9-464e2b236b31 · inbound
DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 5
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 65578c3d-3d4c-4ffe-9e5a-c48b205fd041 · inbound
Beyond Attack Success Rate: Examining Trigger Leakage in Vision-Language Agentic Systems Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 17
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 b910fdee-9d10-46eb-b7fc-39e80766b586 · inbound
FTP-1: A Generalist Foundation Tactile Policy Across Tactile Sensors for Contact-Rich Manipulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 42
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 fe24aed3-eb8c-4c67-bb6e-84c061316485 · inbound
Hy-Embodied-0.5-VLA: From Vision-Language-Action Models to a Real-World Robot Learning Stack Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30bb5f17-9929-4349-9871-b7c375859443 · inbound
Geometric Action Model for Robot Policy Learning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 29
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 8496d4f3-75a5-479f-b6bc-18bae3189046 · inbound
ZeroDex: Zero-Shot Long-Horizon Dexterous Manipulation via Multi-View 3D-Grounded VLM Reasoning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 19
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 aa86a1ee-883d-49cd-98ed-2a887473c562 · inbound
Playful Agentic Robot Learning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 44
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 592cae02-b337-4bfa-abee-d4016f3cac9d · inbound
Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 35
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 eac92b6d-4f67-45a0-b49e-d2c8e00e0b58 · inbound
FOCA: Future-Oriented Conditioning for Data-Efficient Vision-Language-Action Adaptation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 35
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 e9c2b1e8-5313-484e-a42a-11c1a80b65b3 · inbound
Vesta: A Generalist Embodied Reasoning Model Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 113
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 5efbc2c6-de10-4300-a3f7-f9e2cbe11ee6 · inbound
Bridging Semantics and Kinematics: A Modular Framework for Zero-Shot Robotic Manipulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 13
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 158070a9-39aa-4c8f-936f-18ec9c8d026b · inbound
MANGO: Automated Multi-Agent Test Oracle Generation for Vision-Language-Action Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 27
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 efa01b5b-9153-4a57-b329-c99f2bea8661 · inbound
Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 50
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 589c34a6-6cd3-4d38-8046-6b22ddeffa7f · inbound
Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 50
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 ebfd781c-76b4-4f5d-aa81-1bbb570dff6a · inbound
Sequential Planning via Anchored Robotic Keypoints Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 14
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 1cf04553-c65d-427e-84eb-3c78c7723225 · inbound
Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 25
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 15358cce-666a-4cba-bc85-090614fbec60 · inbound
Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9b5c751-b371-476a-8fb7-42c0acfca81b · inbound
Multi-Agent Robotic Control with Onboard Vision-Language Models Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 6
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 bd1bcb06-a69e-417b-b69f-6531301f7356 · inbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 58
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 85a73bd2-e751-4847-8d11-da4a5bbe839e · inbound
Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b506700f-79f2-489a-83fe-c922395aab2b · inbound
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c78b6729-6095-452e-8479-156d13b121e4 · inbound
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e5f258b-0985-425d-8973-119fb3d30226 · inbound
UniETP: Unifying Environments for Generalizable Embodied Task Planning Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48b8138d-bc1a-4e8c-8328-ce989c393047 · inbound
Do You Really Need to Pretrain Q-Functions for Online RL Fine-Tuning? Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb0d603a-dfea-4cfe-a598-f91434d33dae · inbound
Do You Really Need to Pretrain Q-Functions for Online RL Fine-Tuning? Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2e5169f-0623-491b-8693-17cbb0144217 · inbound
Diagnosing Compositional Generalization in Sequential Robot Tasks Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8ec08ed-8be9-40d9-9570-3cefb9d7195a · inbound
DyPES-VLA: Learning Shared Dynamics Priors and Embodiment-Specific Control for Cross-Embodiment Manipulation Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f568cba-cfae-46ec-905e-d54e13e39fab · inbound
Capek 0.5: An Execution-Centric Vision-Language Model for Embodied Intelligence Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c72612b1-32d8-44a9-a2f4-c34fc01f522c · inbound
Self-Evolving Embodied Agents via Skill-Harness Evolution Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.