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| // "Golden" song @by HUNTR/X | |
| // transcribed from: | |
| // https://www.youtube.com/watch?v=Rlpmom8nuwM | |
| // and also kpop demon hunters soundtrack | |
| // script @by benfarahmand | |
| const SOUND_TREBLE = "piano" | |
| const SOUND_BASS = "piano" | |
| const ROOM = 0.8 | |
| const LEGATO = 1.5 |
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| """ Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """ | |
| import numpy as np | |
| import cPickle as pickle | |
| import gym | |
| # hyperparameters | |
| H = 200 # number of hidden layer neurons | |
| batch_size = 10 # every how many episodes to do a param update? | |
| learning_rate = 1e-4 | |
| gamma = 0.99 # discount factor for reward |