Latest Research in Vehicle Dynamics and Control Systems

12 research papers · 2026 median publication year

Top Research Topics in Vehicle Dynamics and Control Systems

Highest-Cited Papers

  1. End2Race: An End-to-End Learning Framework for Multi-Vehicle Autonomous Racing
  2. Composite-Gradient Learning for Shared Control Authority Between Deep Reinforcement Learning and Model Predictive Control
  3. READ: Learning Risk-Informed Fields for End-to-End Autonomous Driving
  4. Data-Driven Risk Fields for Safer End-to-End Autonomous Driving
  5. Quantifying the “Mechanicalness” of Autonomous Trajectory Tracking: A Real-Vehicle Comparison with Human Drivers
  6. DriftParking: Trajectory Modeling via Drifting Field for End-to-End Automated Parking
  7. Linguistic Trajectory Encoding for Efficient Long-Horizon Spatial Memory in Embodied Agents
  8. From Proxy Learning to Driving Decisions: A Transfer-Based Framework for Evaluating Future-Aware Autonomous Driving Planners
  9. InfraOcc: An Infrastructure Occupancy Benchmark with Static-to-Dynamic Reasoning
  10. Transformer-Based Autonomous Driving Models and Deployment-Oriented Compression: A Survey
  11. Latent Chain-of-Thought World Modeling for End-to-End Driving
  12. MomADv2: Reliable Temporal Memory for End-to-End Autonomous Driving
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L3 Region - - 2026 Sep Q3
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