CoreMemory

CoreMemory(
   buffer, batch_size
)

Abstract base class for all implemented memory.

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

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

Methods:

.remember(
   element
)

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

.sample()

Sample an experience replay batch with size.

batch (abstract): Randomly selected batch from experience replay memory.

RingMemory(
   batch_size = 32, size = 960000
)

Ring Memory

size (int): .