VLA models connect visual perception, language instructions and robot actions for embodied AI systems.
Read foundational VLA papers, then compare robot datasets, open-source implementations, action tokenization and real-world deployment limitations.
A robotics research paper on Beyond the Transcript: Detecting Covert Co ordination in Latent Multi-Agent Communication.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Prism-GRPO: Faster VLA Policy Optimization via Splitting Same-outcome Groups.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on EATR-Stereo: Embodiment-Aware Routing of Paired Stereo Evidence for Humanoid Vision-Language-Action Control.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on MANIGUARD: A Benchmark and Data Suite for Specification-Grounded Safety Evaluation and Improvement of Robotic Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on CompCPZ: Preserving Multi-Modal Intent in Language-Guided Robot Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Plug-and-Play Traffic Element Awareness for End-to-End Autonomous Driving.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on US-VLA: An Ultrasound Vision-Language-Action Model for Embodied Abdomina.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on When State Becomes an Attack Surface: State-Semantic Injection in LLM-Driven Embodied Agents.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on HAF: Adapting Generalist VLAs to Humanoid Whole-Body Loco-manipulation via Hierarchical Action Flow and Spectral Latent RL.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on $τ_0$-VLA: a Hierarchical Robot Foundation Model with World-Model-Guided Test-Time Computation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Don't Drop the BATON: Long-Horizon Robot Manipulation via Agentic Subtask Exploration and Transition-aware Memory.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Algorithm-Architecture Co-Design for Efficient VLA Inference via Speculative Inference and Verification.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Robo-Dopamine 2.0: History-Conditioned and OOD-Aware Process Reward Modeling for Robotic Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on ViTaR: Visuo-Tactile Residual Adaptation for Foundation VLA Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on PACE: Phase-Progress-Aware Credit for Long-Horizon Embodied Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on StructRL: Structured Action-Space Exploration for Flow-Based VLAs.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Imagining Recovery: Inference-Time Counterfactual Realignment for Vision-Language-Action Models.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on AdvDex: Learning Dexterous Manipulation from Human Demonstrations via Joint-Aligned Actions and Adversarial Learning.
Engineering 5.0 · Research 7.0 · Business 4.0