CoreModel

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Abstract base class for all implemented nn.

Do not use this abstract base class directly but instead use one of the concrete nn implemented.

To implement your own nn, you have to implement the following methods:

• act
• replay
• load
• save

Methods:

.load

.load()

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load

.save

.save()

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save

.initialize

.initialize()

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initialize

.predict

.predict()

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Get the action for given state.

Accepts a state and returns an abstract action.

Arguments

state (abstract): Current state of the game.

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Returns

action (abstract): Network's predicted action for given state.

.train

.train()

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Train the nn with given batch.

Arguments

batch (abstract): Mini Batch from Experience Replay Memory.

.evaluate

.evaluate()

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evaluate