def mm_test(landing_height, eroded_cells, row_trans, col_trans, pits, cuml_wells, pit_depth, pit_rows):
controller = {
"landing_height": landing_height,
"eroded_cells": eroded_cells,
"row_trans": row_trans,
"col_trans": col_trans,
"pits": pits,
"cuml_wells":cuml_wells,
"pit_depth": pit_depth,
"pit_rows": pit_rows
}
osim = TetrisSimulator(
controller=controller,
board=tetris_cow2(),
curr=all_zoids["L"],
next=all_zoids["S"],
show_choice=False,
show_scores=False,
show_options=False,
show_result=False,
seed=1
)
return osim.run()
for a in range(0, controllers):
random_controller = generate_controller(start_controller,
tolerances,
rng=rng)
controller_name = "G" + str(x + 1) + "_" + str(a + 1)
game_seed = rng.randint(0, 100000)
sim = TetrisSimulator(controller=random_controller,
show_choice=show_choice,
show_result=show_result,
choice_step=v_step,
name=controller_name,
seed=game_seed)
sim_result = sim.run(max_eps=episodes, printstep=report_every)
#session_vars, name, features, controller, vars = False, outs = False
write_controller(outfile,
session_variables,
controller_name,
features,
random_controller,
outs=sim_result,
game_seed=game_seed,
type="search",
gen=x + 1,
num=a + 1,
rep=1)
results.append([random_controller, sim_result])
for x in range (0, depth):
#session_vars, name, features, controller, vars = False, outs = False
results = []
for a in range(0, controllers):
random_controller = generate_controller(start_controller, tolerances, rng = rng)
controller_name = "G" + str(x + 1) + "_" + str(a+1)
game_seed = rng.randint(0,100000)
sim = TetrisSimulator(controller = random_controller, show_choice = show_choice, show_result = show_result, choice_step = v_step, name = controller_name, seed = game_seed)
sim_result = sim.run(max_eps = episodes, printstep = report_every)
#session_vars, name, features, controller, vars = False, outs = False
write_controller(outfile, session_variables, controller_name, features, random_controller,
outs = sim_result, game_seed = game_seed, type = "search", gen = x + 1, num = a+1, rep = 1)
results.append([random_controller, sim_result])
sorted_results = sorted(results, key=lambda k: k[1][optimize])
#for d in sorted_results:
# print d[1]["lines"]
top_results = sorted_results[-survivors:]