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Toy problems were invented with the aim to program an AI which can solve it. The blocks world domain is an example for a toy problem. Its major advantage over more realistic AI applications is, that many algorithms and software programs are available which can handle the situation. [2] This allows to compare different theories against each other.
In the problem, three blocks (labeled A, B, and C) rest on a table. The agent must stack the blocks such that A is atop B, which in turn is atop C. However, it may only move one block at a time. The problem starts with B on the table, C atop A, and A on the table:
Action Blocks: These blocks can perform a respective action, such as motors, tank treads, wheels, hinges, and rockets. Actions : These can be used inside a block's action panel. When playing a world, they tell blocks to perform actions such as speaking, exploding, disappearing and reappearing, sparkling, etc. Controls such as a joystick and ...
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SHRDLU is an early natural-language understanding computer program that was developed by Terry Winograd at MIT in 1968–1970. In the program, the user carries on a conversation with the computer, moving objects, naming collections and querying the state of a simplified "blocks world", essentially a virtual box filled with different blocks.
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To apply the event calculus, given the definitions of the , , , < and predicates, it is necessary to define the predicates that describe the specific context of the problem. For example, in the blocks world domain, we might want to describe an initial state in which there are two blocks, a red block on a green block on a table, like a toy ...