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Entities25 of 207,987
- large language modeltechnology1,043 mentions
- robotic manipulationmarket824 mentions
- artificial intelligencetechnology739 mentions
- reinforcement learningtechnology491 mentions
- density-functional theorytechnology386 mentions
- Transformertechnology371 mentions
- agentic AItechnology353 mentions
- vision-language-action modeltechnology350 mentions
- U.S. Food and Drug Administrationorganization320 mentions
- Vision-Language Modeltechnology318 mentions
- Microsoftorganization291 mentions
- Googleorganization276 mentions
- NVIDIAorganization264 mentions
- Model Context Protocoltechnology232 mentions
- machine learningtechnology204 mentions
- MarketsandMarketsorganization199 mentions
- Claudeproduct192 mentions
- AI agenttechnology188 mentions
- ChatGPTproduct178 mentions
- Anthropicorganization177 mentions
- integrated sensing and communicationtechnology175 mentions
- Amazon Web Services, Inc.organization174 mentions
- OpenAIorganization172 mentions
- diffusion modeltechnology169 mentions
- IBMorganization163 mentions
Entity
π0.5
product27 mentionslast seen Nov 10, 2026
A VLA policy evaluated in the paper.
Relationships 18
- π0.5applies torobotic manipulation99% confidence4 sources
- FoveaVLAdepends onπ0.592% confidence1 source
- π0.5applies totabletop robotic manipulation90% confidence1 source
- π0.5depends onvision language action policy90% confidence1 source
- π0.5depends onaction-conditioning interface88% confidence1 source
- MambaActsupersedesπ0.585% confidence1 source
- π0.5depends onvision-language-action model85% confidence1 source
- π₀competes withπ0.585% confidence1 source
- Legatodepends onπ0.585% confidence1 source
- Temporal Smoothingdepends onπ0.585% confidence1 source
- kernel fusionimplementsπ0.585% confidence1 source
- π0.5depends ondecoupled early exit82% confidence1 source
- π0.5applies tohousehold robotics80% confidence1 source
- π0.5depends onPyTorch80% confidence1 source
- GPT-6 Astradepends onπ0.580% confidence1 source
- StarVLA-αcompetes withπ0.580% confidence1 source
- FF OmniMindcompetes withπ0.580% confidence1 source
- π0.5applies tosim-to-real transfer80% confidence1 source
Relationship
π0.5applies torobotic manipulation
99% confidence4 supporting mentions
Either name opens that entity’s relationships.
Sources 4
- preprintarXivOct 28, 2026How Many Demonstrations Does a VLA Need? On the Sample Efficiency of VLA Finetuning
VLAs on four LIBERO suites
- preprintarXivOct 19, 2026What Would Removing This Corruption Change? Failure Attribution for Vision-Language-Action Models
We evaluate our approach on OpenVLA and $π_{0.5}$ in simulation and $π_{0.5}$-DROID on a Franka robot
- preprintarXivOct 9, 2026BayesFP: Posterior Estimation for Flow-Based Policies via Feynman-Kac Sampling
across simulated and real-world manipulation tasks
- preprintarXivSep 16, 2026Knowing When to Stop: Adaptive Action Chunking via Internal Cross-Attention Dynamics in VLAs
Evaluations on $π_{0.5}$ and X-VLA across RoboTwin 2.0, LIBERO, and three real-world manipulation tasks