Latest Research in Robotics

17 research papers · 2026 median publication year

Top Research Topics in Robotics

Highest-Cited Papers

  1. Dynamics-informed causal inverse filtering for vertical track irregularity identification from multi-level vehicle accelerations
  2. VAST: V2X/Dynamic Map-Aware Autonomous Driving Systems Validation Toolchain
  3. Worst-Case Hidden-Vehicle Trajectory Search in Spatiotemporal Occlusion Regions
  4. A Unified Hierarchical Framework for Fine-grained Cross-view Geo-localization over Large-scale Scenarios
  5. GEAR: From Dynamic Encoding to Dynamic Activation in Social Trajectory Prediction
  6. Generating realistic safety–critical scenarios for vehicle–pedestrian interactions
  7. The relationship between the static and dynamic traffic assignment models
  8. REFINE: Trajectory Representation Learning via Closed-Loop Transcription -- Extended Version
  9. Comments on “Adaptive Finite‐Time Cooperative Platoon Control of Connected Vehicles Under Actuator Saturation”
  10. DNC-IMM: Early Lane-Change Intention Recognition via Neural Calibration Based on Driving Context Information
  11. Context-Aware Intelligent Vehicles
  12. LLMODE: Aligning ODEs with LLMs via Gated Token Injection for Irregular Spatio-Temporal Forecasting
  13. Goal-Oriented Semantic Communication for Logical Decision Making
  14. Map‐Matching With Recursive Bayes Filter and Context‐Dependent Transition Dynamics for Scene Modeling in Automated Driving
  15. Adaptive Multi-Mode Out-of-Distribution Detection for Trajectory Prediction in Autonomous Vehicles
  16. Multi-Agent Orchestration with the Common-Sense Reasoning Capabilities of LLMs for Autonomous Driving
  17. LangDriveCTRL: Natural Language Controllable Driving Scene Editing with Multi-modal Agents
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L3 Region - - 2026 Sep Q3

Robotics

17 papers

Top Topics (9)

Robotics4
Computer Vision and Pattern Recognition4
Autonomous Vehicle Technology and Safety2
Machine Learning2
Railway Engineering and Dynamics1
Transportation Planning and Optimization1
Traffic control and management1
Information Theory1
Multiagent Systems1

Top Publications (17)

1.Dynamics-informed causal inverse filtering for vertical track irregularity identification from multi-level vehicle accelerations2.VAST: V2X/Dynamic Map-Aware Autonomous Driving Systems Validation Toolchain3.Worst-Case Hidden-Vehicle Trajectory Search in Spatiotemporal Occlusion Regions4.A Unified Hierarchical Framework for Fine-grained Cross-view Geo-localization over Large-scale Scenarios5.GEAR: From Dynamic Encoding to Dynamic Activation in Social Trajectory Prediction6.Generating realistic safety–critical scenarios for vehicle–pedestrian interactions7.The relationship between the static and dynamic traffic assignment models8.REFINE: Trajectory Representation Learning via Closed-Loop Transcription -- Extended Version9.Comments on “Adaptive Finite‐Time Cooperative Platoon Control of Connected Vehicles Under Actuator Saturation”10.DNC-IMM: Early Lane-Change Intention Recognition via Neural Calibration Based on Driving Context Information11.Context-Aware Intelligent Vehicles12.LLMODE: Aligning ODEs with LLMs via Gated Token Injection for Irregular Spatio-Temporal Forecasting13.Goal-Oriented Semantic Communication for Logical Decision Making14.Map‐Matching With Recursive Bayes Filter and Context‐Dependent Transition Dynamics for Scene Modeling in Automated Driving15.Adaptive Multi-Mode Out-of-Distribution Detection for Trajectory Prediction in Autonomous Vehicles16.Multi-Agent Orchestration with the Common-Sense Reasoning Capabilities of LLMs for Autonomous Driving17.LangDriveCTRL: Natural Language Controllable Driving Scene Editing with Multi-modal Agents
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