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What are the general path priors used when planning in a dynamic environment with people/cars/other robots?

Suppose you don't have a global view of the environment, only a local view around the robot. What types of assumptions are normally made?

How do you trade off your own interests vs the interests of the other agents?(ex, you don't allow yourself to be chased into a wall).

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