The crowd simulation is very interesting. We could see the patterns of gathering and interaction in the crowd and it is pretty realistic. One thing I thought of is maybe we could add multiple state at the same time, say grouping while goal finding. It is quite similar to the multi hot embedding idea in the paper I presented.