if __name__ == "__main__":
# gameFilename = "examples.gridphysics.simpleGame_push_boulders_multigoal"
# gameFilename = "examples.gridphysics.waypointtheory"
# gameFilename = "examples.gridphysics.demo_teleport"
# gameFilename = "examples.gridphysics.movers3c"
# gameFilename = "examples.gridphysics.scoretest"
# gameFilename = "examples.gridphysics.portals"
gameFilename = "examples.gridphysics.demo_transform_small"
# gameFilename = "examples.gridphysics.demo_dodge"
# gameFilename = "examples.gridphysics.rivercross"
# gameFilename = "examples.gridphysics.demo_chaser_transformer"
gameString, levelString = defInputGame(gameFilename, randomize=True)
rleCreateFunc = lambda: createRLInputGame(gameFilename)
rle = rleCreateFunc()
p = Planner(rle, gameString, levelString)
embed()
# print rle.show()
# print ""
# print "Initializing learner. Playing", gameFilename
# ql = QLearner(rle, gameString, levelString, alpha=1, epsilon=.5, gamma=.9, \
# episodes=200, partitionWeights=[20,0], stepLimit=100)
# # ql.immovables = ['wall', 'poison']
# # embed()
# t1 = time.time()
# ql.learn(satisfice=0)
# time_elapsed = time.time()-t1
new_state = res["observation"] terminal = not res['pcontinue'] print rle.show() finalStates.append(rle._game.getFullState()) i+=1 if playback: from vgdl.core import VGDLParser from examples.gridphysics.simpleGame_randomNPC import box_level, push_game game = push_game level = box_level VGDLParser.playGame(game, level, finalStates) # return finalStates if __name__ == "__main__": ## passing a function. That function contains things set in ## 'rlenvironmentnonstatic' file ## You have to make a function that creates the environment. ## Make the game, then follow the layout in 'rlenvironmentnonstatic' filename = "examples.gridphysics.simpleGame4_huge" game_to_play = lambda obsType: createRLInputGame(filename) planActLoop(game_to_play, 10, 100, 50) embed() # planActLoop(game_to_play, 10, 100, 50)
print "in playback" from vgdl.core import VGDLParser from examples.gridphysics.simpleGame4 import level, game playbackGame = push_game playbackLevel = box_level embed() VGDLParser.playGame(playbackGame, playbackLevel, total_states_encountered) return hypotheses, won, unknown_objects, goalColor, finalEventList, total_states_encountered if __name__ == "__main__": finalEventList = [] filename = "examples.gridphysics.simpleGame4" game_to_play = lambda: createRLInputGame(filename) thinking_steps = 50 thinking_default_steps=50 numEpisodes = 10 hypotheses, tally = [], [] unknown_objects = False goalColor = None # goalColor='BROWN' for episode in range(numEpisodes): hypotheses, won, unknown_objects, goalColor, finalEventList, total_states_encountered = \ playEpisode(rleCreateFunc=game_to_play, hypotheses=hypotheses, \ unknown_objects=unknown_objects, goalColor=goalColor, finalEventList=finalEventList, \ playback=True)
