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Autonomous Supermarket

Artificial Intelligence Planning

This is a planning problem | POPF planner and XAIP framework from @KCL

This is a model of an autonomous supermarket where agents have the task to move items around, perhaps pick some items from the inventory and drop the items at a till where a customer can collect them.

The scenario is consist of number of agents who can move around by a car and pick limited number of items and drop the items at a location.

durative actions used in the domain:

  • durative-action pick: the agent can pick an item if they are at the same location and number of items that the agent is carrying is less than their capacity.

  • durative-action drop: the agent can drop the items at a location and this result in decreasing the number of items they are carrying.

  • durative-action movecar: the agent can move from a point to another with a car.

  • durative-action walk: the agent can get walk around.

  • durative-action getoncar: the agent can get on a car if there is no other agent on it.

  • durative-action getoffcar: the agent can get off a car.