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use experimental config/network

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This commit is contained in:
Connor Olding 2018-06-10 16:41:45 +02:00
parent 401effbc23
commit 19cd10382f
2 changed files with 18 additions and 14 deletions
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23
config.lua
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@ -53,27 +53,28 @@ local common_cfg = {
} }
local cfg = { local cfg = {
log_fn = 'logs-xnes.csv', log_fn = 'logs-snes.csv',
params_fn = 'params-xnes.txt', params_fn = 'params-snes.txt',
decrement_reward = true, decrement_reward = true,
score_multiplier = 5, score_multiplier = 5,
starting_world = 1, starting_world = 0,
starting_level = 1, starting_level = 1,
starting_lives = 1, --starting_lives = 1,
cap_time = 300, cap_time = 300,
deterministic = true, deterministic = false, --true,
epoch_trials = 50, epoch_trials = 32,
epoch_top_trials = 9999, epoch_top_trials = 9999,
negate_trials = false, negate_trials = true,
es = 'xnes', es = 'snes',
learning_rate = 0.14, learning_rate = 0.5,
deviation = 1.0, mean_adapt = 0.5,
weight_decay = 0.0, deviation = 0.5,
weight_decay = 0.025,
} }
-- TODO: so, uhh.. -- TODO: so, uhh..

9
main.lua
View file

@ -148,10 +148,13 @@ local function make_network(input_size)
nn_x = nn.Input({input_size}) nn_x = nn.Input({input_size})
nn_tx = nn.Input({gcfg.tile_count}) nn_tx = nn.Input({gcfg.tile_count})
nn_ty = nn_tx:feed(nn.Embed(#game.valid_tiles, 2)) nn_ty = nn_tx:feed(nn.Embed(#game.valid_tiles, 2))
nn_tz = nn_ty:feed(nn.Reshape{13, 17 * 2})
nn_tz = nn_tz:feed(nn.DenseBroadcast(5)) nn_tz = nn_ty
nn_tz = nn_tz:feed(nn.Relu()) --nn_tz = nn_tz:feed(nn.Reshape{13, 17 * 2})
--nn_tz = nn_tz:feed(nn.DenseBroadcast(5))
--nn_tz = nn_tz:feed(nn.Relu())
-- note: due to a quirk in Merge, we don't need to flatten nn_tz. -- note: due to a quirk in Merge, we don't need to flatten nn_tz.
nn_y = nn.Merge() nn_y = nn.Merge()
nn_x:feed(nn_y) nn_x:feed(nn_y)
nn_tz:feed(nn_y) nn_tz:feed(nn_y)