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CustomNavMesh

Unity导航网格增强系统 实现动态避障和智能寻路

CustomNavMesh是一个基于Unity导航系统的扩展解决方案,使AI代理能在寻路时动态避开静止的其他代理。通过切换NavMeshAgent和NavMeshObstacle组件,实现了更灵活的寻路行为。系统兼容NavMeshComponents,提供自定义Surface、Obstacle和Agent组件,可替换原生组件。CustomNavMesh支持代理间的推挤交互,并根据速度和时间智能控制阻挡状态,提升了AI导航的真实感。

Custom Nav Mesh

Alternative to Unity's NavMesh system where the agents avoid the other non-moving agents in their pathing. It uses the official navigation system, but you have to use its components instead. Compatible with NavMeshComponents.

How it works

How do the agents avoid others? Unity's NavMeshAgent only goes around NavMeshObstacles and ignores the other agents in their path. By disabling NavMeshAgent and enabling NavMeshObstacle when an agent is not moving noticeably, the agents now avoid other non-moving agents in their pathing.

Unity's NavMeshAgentCustomNavMeshAgent

1. Setting the destination to the blue target's exact center position.

What if a moving agent collides against a stopped agent that's currently in obstacle mode? By default, it wouldn't be able to push it. However, by:

  • duplicating the baked surface, obstacle, and agents;
  • making the duplicated agents switch between NavMeshAgent and NavMeshObstacle instead of the original ones;
  • having each original agent copy the duplicated one's velocity, and the duplicated one copy the original's position at every frame.

2. The duplicated NavMesh components. The hidden components are on the right side.

You can have agents push the other agents. For the CustomNavMesh system to work, you must use its custom components, which are identical to the original ones, making the transition seamless.

NavMeshAgent vs NavMeshObstacle "Agents"CustomNavMeshAgents

3. Overlapping agents by throwing one against the others. The agents are green and the obstacles blue.

Why not just switch the agents back to NavMeshAgent instead? That wouldn't work because switching from NavMeshObstacle to NavMeshAgent isn't instant — it would take at least two frames.

What are the disadvantages? Every NavMesh component is duplicated, which makes it less performant. However, it shouldn't be noticeable in most situations.

Custom classes

CustomNavMesh – you can choose the hidden game objects relative position and whether or not they are rendered by accessing the class or through its singleton present in the scene.

4. Changing CustomNavMesh fields.

  • CustomNavMeshSurface – add to each surface that is going to be baked. These surfaces need to be rendered meshes. Both Physics Colliders and Terrains are ignored by it;
  • CustomNavMeshObstacle – replacement for NavMeshObstacle;
  • CustomNavMeshAgent – replacement for NavMeshAgent. The main extra properties are:
    • Block after Duration – should the hidden agent start blocking (switch from agent to obstacle) if it hasn't surpassed a certain speed for a given time?
    • Unblock after Duration - should the hidden agent periodically try to find a new shorter path and unblock (switch from obstacle to agent) when it finds one?
    • Unblock at Speed - should the hidden agent unblock if it surpasses a certain speed?

How To Get Started

Clone or download this repository and open the project in Unity. Alternatively, you can copy the contents of Assets/CustomNavMesh to an existing project.

The scenes used for the GIFs are available in the Assets/Examples folder. Just hit the Space Bar in play mode to test it.

Note: This project is using the Unity 2022.3 LTS version. Tested in PC Standalone, Android, and WebGL.

Final thoughts

Things that I might implement later:

  • Every time an agent in block mode does a refresh (tries to see if it should unblock), SamplePosition and CalculatePath are called. Both of these functions are synchronous and run on the main thread. I could implement the new experimental NavMeshQuery operations (not yet fully complete) which can be executed using the new job system.
  • Import more methods and properties from the original NavMesh components.
  • Create custom versions of the NavMeshComponents' components.

If you need help adding this to your project or have any questions, just message me and I'll try to help. I'm also interested in any tips or suggestions you may have, cheers!

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