Latest Research in Mobile Robotics Perception

55 research papers · 2026 median publication year

Top Research Topics in Mobile Robotics Perception

Highest-Cited Papers

  1. Determination of vehicle controllability and stability metrics in a target-oriented virtual chassis development process
  2. Vehicle Development and Modern Technologies
  3. Vehicle Development and Modern Technologies
  4. MILER: Semantic Mid-Level Representation for Sim-to-Real Reinforcement Learning in Unstructured Autonomous Driving
  5. MM-Future: Multi-Mode Joint World-Action Modeling for Autonomous Driving
  6. Spatiotemporal Prediction-Driven Model Predictive Control for Vehicle–Aircraft Conflict Resolution on Airport Surface
  7. WZPlanner: Safe End-to-End Path Planning for Autonomous Driving in Work Zones
  8. Planning in the Backbone: DiffAdapterVLA for Native Continuous Trajectory Generation with Driving VLMs
  9. PRISM: Predictive Representation of Interaction Style and Motion for Social Robot Navigation
  10. GNN-Accelerated Mixed-Integer Dual MPC for Interactive Driving
  11. AutoE2E: Open-Loop Evaluation of a Map- and Oracle-Route-Conditioned Temporal BEV Planner
  12. AutoE2E: Open-Loop Evaluation of a Map- and Oracle-Route-Conditioned Temporal BEV Planner
  13. RAF-VLA: Representation Alignment with the Future for End-to-End Autonomous Driving
  14. Truck Platooning via Zeno-Free Event-Triggered Communication Based on Reinforcement Learning
  15. Ego-Dynamics-Augmented World Model for Autonomous Driving with Zero-Shot Cross-Embodiment Adaptation
  16. Multi-Modal Collaborative Evacuation During Mass Gatherings via Distributional Reinforcement Learning
  17. Context-Aware Arrival Trajectory Prediction via Multiflow Informer with Environmental Influences
  18. High-Fidelity Multi-Body Simulator for Autonomous Racing
  19. Driving Context-guided Model Predictive Planning and Control for Autonomous Car Racing at the Limit and Beyond
  20. Comfort by Construction: Adaptive, Comfort-Bounded Action Spaces for Learned Driving Policies

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L2 Region - - 2026 Sep Q3

Mobile Robotics Perception

55 papers

Top Topics (10)

Robotics12
Computer Vision and Pattern Recognition9
Autonomous Vehicle Technology and Safety5
Machine Learning4
Vehicle Dynamics and Control Systems3
Electric Vehicles and Infrastructure2
Air Traffic Management and Optimization2
Systems and Control2
Adversarial Robustness in Machine Learning2
Optimization and Control2

Top Publications (20)

1.Determination of vehicle controllability and stability metrics in a target-oriented virtual chassis development process2.Vehicle Development and Modern Technologies3.Vehicle Development and Modern Technologies4.MILER: Semantic Mid-Level Representation for Sim-to-Real Reinforcement Learning in Unstructured Autonomous Driving5.MM-Future: Multi-Mode Joint World-Action Modeling for Autonomous Driving6.Spatiotemporal Prediction-Driven Model Predictive Control for Vehicle–Aircraft Conflict Resolution on Airport Surface7.WZPlanner: Safe End-to-End Path Planning for Autonomous Driving in Work Zones8.Planning in the Backbone: DiffAdapterVLA for Native Continuous Trajectory Generation with Driving VLMs9.PRISM: Predictive Representation of Interaction Style and Motion for Social Robot Navigation10.GNN-Accelerated Mixed-Integer Dual MPC for Interactive Driving11.AutoE2E: Open-Loop Evaluation of a Map- and Oracle-Route-Conditioned Temporal BEV Planner12.AutoE2E: Open-Loop Evaluation of a Map- and Oracle-Route-Conditioned Temporal BEV Planner13.RAF-VLA: Representation Alignment with the Future for End-to-End Autonomous Driving14.Truck Platooning via Zeno-Free Event-Triggered Communication Based on Reinforcement Learning15.Ego-Dynamics-Augmented World Model for Autonomous Driving with Zero-Shot Cross-Embodiment Adaptation16.Multi-Modal Collaborative Evacuation During Mass Gatherings via Distributional Reinforcement Learning17.Context-Aware Arrival Trajectory Prediction via Multiflow Informer with Environmental Influences18.High-Fidelity Multi-Body Simulator for Autonomous Racing19.Driving Context-guided Model Predictive Planning and Control for Autonomous Car Racing at the Limit and Beyond20.Comfort by Construction: Adaptive, Comfort-Bounded Action Spaces for Learned Driving Policies

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