Intelligent vehicles

Motion planning, safety control, and reinforcement learning for intelligent vehicles.

Motion planning and perception

  • Terrain-aware off-road planning
  • Spatiotemporal parking planning
  • Real-time LiDAR semantic segmentation

Vehicle control and energy management

  • Deep reinforcement learning for mountain-road driving
  • Fuel-cell hybrid bus energy management
  • Altitude-adaptive fuel-cell optimization
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