LLM + Reinforcement Learning for Multi-UAV Collaborative Planning
Mar 2026Proposed both coupled and hierarchical planning models for collaborative decision-making and resource scheduling in multi-UAV systems.
LLMReinforcement LearningMulti-Agent SystemsOptimization
UAV Swarm Mission Planning
Mar 2025Developed a deployable swarm planning pipeline covering rallying, formation flight, and real-time collision avoidance.
UAV ControlClusteringCollision AvoidanceMission Planning
Data-Driven Intelligent Guidance Methods
Dec 2024Built neural-network-based fast computation for trajectory and missile reachability, achieving average reachability error below 0.5%.
Neural NetworksParallel Data ProcessingGuidance Intelligence
Large-Scale UAV Swarm Task Planning and Formation Maintenance
Dec 2024Built a dynamically reconfigurable collaborative control solution for large-scale UAV swarm mission planning and formation maintenance.
Multi-Agent ControlFormation PlanningPath PlanningReinforcement Learning