- Subtask queue, to determine progress and current step
- Trajectory tree, to record navigation history (for waypoint navigation)
- Scene Graph, to represent the scene
- integrate the Waypoint Trajectory Nodes with the Graph
- Snapshot mechanism, to connect spacial graph with temporal graph
- Prompt Engineering
- backtracking & blacklist mechanism, used with Trajectory tree