Quadruped motion planning on 2.5D unstructured terrain (TRG-Planner traversability-risk graph); indoor multi-floor stair detection & segmentation (PCT-Planner) for cross-floor autonomy.四足机器人 2.5D 非结构化地形运动规划(基于 TRG-Planner 遍历风险图);室内多楼层楼梯检测与分割(PCT-Planner),支撑机器人自主跨楼层上下楼。
RoboMaster Autonomous Navigation & Decision System
A complete navigation + decision stack I built solo for RoboMaster, deployed in league and super-tournament matches. FAST-LIO2 + small_gicp localization at 20–30 Hz on low-power hardware; Patchwork++ ground segmentation feeding a 0.04 m spatio-temporal voxel costmap; Hybrid-A* global search with a 2000×56 MPPI local controller; behavior tree + FSM for autonomous strategy switching.为 RoboMaster 系列赛独立开发的完整导航与决策系统,已在联盟赛、超级对抗赛实战部署。FAST-LIO2 配合 small_gicp 在低算力平台实现 20–30 Hz 定位;Patchwork++ 地面分割构建 0.04 m 时空体素成本地图;Hybrid-A* 全局搜索 + 2000×56 步 MPPI 局部控制;行为树与有限状态机实现多策略自主切换。