191 lines
3.0 KiB
Lua
191 lines
3.0 KiB
Lua
-- these are all still very experimental,
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-- but they should at least give you a head-start.
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local presets = {}
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local function make_preset(cfg)
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local name = cfg.name
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if name ~= nil then
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cfg.log_fn = cfg.log_fn or 'logs-'..name..'.csv'
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cfg.params_fn = cfg.params_fn or 'params-'..name..'.txt'
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end
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presets[name] = cfg
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return cfg
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end
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make_preset{
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name = 'snes',
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es = 'snes',
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starting_lives = 1,
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min_time = 300,
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timer_loser = 1.0,
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epoch_trials = 100,
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negate_trials = false,
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deviation = 1.0,
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min_refresh = 0.2,
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param_rate = 0.5,
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sigma_rate = 0.1,
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param_decay = 0.02,
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sigma_decay = 0.01,
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}
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make_preset{
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name = 'snes2',
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es = 'snes',
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start_big = true,
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min_time = 300,
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timer_loser = 1.0,
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score_multiplier = 0,
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init_zeros = true,
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reduce_tiles = true,
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bias_out = false,
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deterministic = false,
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deviation = 0.5,
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negate_trials = false,
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min_refresh = 0.5,
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epoch_trials = 100,
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param_rate = 1.0,
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sigma_rate = 0.01,
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param_decay = 0.02,
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sigma_decay = 0.01,
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}
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make_preset{
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name = 'xnes',
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es = 'xnes',
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start_big = true,
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min_time = 300,
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timer_loser = 1.0,
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score_multiplier = 0,
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init_zeros = true,
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reduce_tiles = true,
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bias_out = false,
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deterministic = false,
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deviation = 0.5,
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negate_trials = false,
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epoch_trials = 50,
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param_rate = 1.0,
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sigma_rate = 0.01,
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covar_rate = 0.01,
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}
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make_preset{
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name = 'xnes2',
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es = 'xnes',
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log_fn = 'logs-xnes4.csv',
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params_fn = 'params-xnes4.txt',
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start_big = true,
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min_time = 300,
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timer_loser = 1.0,
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score_multiplier = 0,
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init_zeros = true,
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reduce_tiles = true,
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bias_out = false,
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deterministic = false,
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deviation = 1.0,
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negate_trials = true, --false,
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epoch_trials = 10, --50,
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param_rate = 0.5,
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sigma_rate = 0.04,
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covar_rate = 0.04,
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param_decay = 0.004,
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sigma_decay = 0.00128,
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}
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make_preset{
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name = 'xnes3',
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es = 'xnes',
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log_fn = 'logs-xnes5b.csv',
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params_fn = 'params-xnes5b.txt',
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start_big = true,
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timer_loser = 1.0,
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score_multiplier = 0,
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init_zeros = true,
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reduce_tiles = true,
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bias_out = false,
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deterministic = false,
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deviation = 0.1207,
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negate_trials = true,
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epoch_trials = 10,
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param_rate = 0.5,
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sigma_rate = 0.16,
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covar_rate = 0.04,
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param_decay = 0.004, -- this should be ok now that it's mul by sigma.
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sigma_decay = 0.00128, -- this might be okay... but watch out.
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}
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make_preset{
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name = 'ars',
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es = 'ars',
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epoch_top_trials = 20 * 2,
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ars_lips = false,
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start_big = true,
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min_time = 300,
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timer_loser = 1.0,
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bias_out = false,
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deterministic = false,
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graycode = false,
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deviation = 0.1,
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negate_trials = false,
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epoch_trials = 25 * 2,
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param_rate = 1.0,
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param_decay = 0.0025,
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}
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make_preset{
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name = 'play',
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playable_mode = true,
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}
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return presets
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