def show(self):
if self.window is None:
raise NoObjectError("World is attached to any Window.")
self.systems["Entity"].show(self.window.screen)
self.systems["UI"].show(self.window.screen)
if self.window.debug:
draw_options = pygame_util.DrawOptions(self.window.screen)
self.space.debug_draw(draw_options)
self.systems["Entity"].show_debug(self.window.screen)
self.systems["UI"].show_debug(self.window.screen)
def __init__(self, space):
init()
font.init()
self.font = font.SysFont('Comic Sans MS', 24)
self.font2 = font.SysFont('arial', 14)
self.screen = display.set_mode(flags=FULLSCREEN)
self.draw_options = pygame_util.DrawOptions(self.screen)
self.StaticObjects(space)
self.updateCounter = 0
self.button1 = self.font2.render("Neural Network", False, (0, 0, 0))
self.button2 = self.font2.render("Fuzzy Logic", False, (0, 0, 0))
self.repeats = 2
def data_simulation(
data,
record=False,
record_dir=None): # format data here so it's (num_steps, No, 2)
"""
Visualizes a sequence of game states input as data as a simulation.
"""
pygame.init()
screen = pygame.display.set_mode(
(ceil(data[0, 7, 0]) * 100, ceil(data[0, 8, 1]) * 100))
clock = pygame.time.Clock()
space = pymunk.Space()
draw_options = pygame_util.DrawOptions(screen)
curr_shapes = []
for j, ts in enumerate(data):
for s in curr_shapes:
space.remove(s, s.body)
curr_shapes.clear()
for i in range(len(ts) - 4): # only need to visualise circles
obj = ts[i]
body = pymunk.Body()
body.position = obj[0] * 100, obj[1] * 100
shape = pymunk.Circle(body, 0.15 * 100)
space.add(shape, body)
curr_shapes.append(shape)
for event in pygame.event.get():
if event.type == QUIT:
sys.exit(0)
elif event.type == KEYDOWN and event.key == K_ESCAPE:
sys.exit(0)
if record:
pygame.image.save(screen, record_dir + str(j) + ".jpeg")
screen.fill((255, 255, 255))
space.debug_draw(draw_options)
pygame.display.flip()
pygame.display.set_caption("fps: " + str(clock.get_fps()))
space.step(T_DIFF)
clock.tick(1 / T_DIFF)
pygame.quit()
def update_screen(self):
"""
If the screen is set, updates the screen and displays the environment.
"""
if self._screen is not None:
if self._debug:
self._screen.fill((0, 0, 0))
options = pygame_util.DrawOptions(self._screen)
self.playground.space.debug_draw(options)
else:
self._generate_surface_environment(with_interactions=True)
self._screen.blit(self._surface_buffer, (0, 0), None)
pygame.display.flip()
else:
raise ValueError('No screen to update')
def __init__(self, do_render, sparse, max_motor_force):
self.do_render = do_render
self.sparse = sparse
self.max_motor_force = max_motor_force
if self.do_render:
pygame.init()
self.screen = pygame.display.set_mode((ENV_SIZE, ENV_SIZE))
self.draw_options = pygame_util.DrawOptions(self.screen)
self.clock = pygame.time.Clock()
self.motors = []
self.segment_bodies = []
self.space = Space()
self.space.iterations = 20
no_collision = self.space.add_collision_handler(NO_COLLISION_TYPE, NO_COLLISION_TYPE)
no_collision.begin = lambda a, b, c: False
ghost_collision = self.space.add_wildcard_collision_handler(GHOST_TYPE)
ghost_collision.begin = lambda a, b, c: False
def initial_state(self):
"""
Sets up the initial state of the magnetic environment
"""
if self.vis:
pygame.init()
self.screen = pygame.display.set_mode(
(self.max_x * 100, self.max_y * 100)) # 100pixels/meter
self.clock = pygame.time.Clock()
self.space = pymunk.Space()
self.draw_options = pygame_util.DrawOptions(self.screen)
obj_positions = []
for i in range(self.No): # create No magnetic poles
yes = True
while yes: # loops until we get an initialization of objects with no collisions
r = 0.15 # + np.random.rand() * 0.1 # 0.1-0.2m
x = r + np.random.rand() * (self.max_x - 2 * r)
y = r + np.random.rand() * (self.max_y - 2 * r)
collision = False
for o in obj_positions:
if 2 * r >= np.sqrt((x - o[0])**2 + (y - o[1])**2):
collision = True
continue
if not collision:
yes = False
obj_positions.append((x, y, r))
m = 1 / (0.75 + np.random.rand() * 0.5
) # 0.75-1.25kg - stored as m^-1
v_x = -5 + np.random.rand() * 10 # -5-5m/s
v_y = -5 + np.random.rand() * 10 # -5-5m/s
q = 7.5 * 1e3
obj = CircleMagnet(x, y, m, q, r, v_x, v_y)
if self.vis:
obj.shape = self.add_obj(obj)
self.space.add(obj.shape, obj.shape.body)
self.data[0].append(obj)
self.data[0].extend(self.walls)
def __init__(self, params, seed, fidelity=10, debug_options=None):
"""Constructor
@param params: dict of parameters that define how symbols behave and are rendered. See the
detailed description for this class for supported parameters.
@param seed: Seed for the RNG (int)
@param fidelity: How many iterations to run in the physics simulator per step (int)
@param debug_options: dict with options for visual debugging, or None if visual debugging
should be turned off. The following key-value pairs are supported:
- show_pymunk_debug, bool: Whether to use PyMunk's default drawing
function
- show_bounding_poly, bool: Whether to render PyMunk surface outlines
- show_frame_number, bool: Whether to show the index of the frame
- frame_number_font_size, int: Size of the frame index font
- frame_rate, int: Frame rate of the debug visualization
"""
self.params = merge_dicts(MovingSymbolsEnvironment.DEFAULT_PARAMS, params)
self.fidelity = fidelity
self.debug_options = None if debug_options is None \
else merge_dicts(MovingSymbolsEnvironment.DEFAULT_DEBUG_OPTIONS, debug_options)
self.video_size = self.params['video_size']
self._subscribers = []
self._init_messages = []
self._step_called = False
self._add_init_message(dict(
step=-1,
type='params',
meta=dict(self.params)
))
# Convert translation/rotation/scale period/speed limits to lists
if isinstance(self.params['scale_period_limits'], tuple):
self.params['scale_period_limits'] = [self.params['scale_period_limits']]
if isinstance(self.params['rotation_speed_limits'], tuple):
self.params['rotation_speed_limits'] = [self.params['rotation_speed_limits']]
if isinstance(self.params['position_speed_limits'], tuple):
self.params['position_speed_limits'] = [self.params['position_speed_limits']]
self.cur_rng_seed = seed
np.random.seed(self.cur_rng_seed)
if self.debug_options is not None:
self._pg_screen = pg.display.set_mode(self.video_size)
self._pg_draw_options = pmu.DrawOptions(self._pg_screen)
pg.font.init()
font_size = self.debug_options['frame_number_font_size']
self._pg_font = pg.font.SysFont(pg.font.get_default_font(), font_size)
self._pg_clock = pg.time.Clock()
self._add_init_message(dict(
step=-1,
type='debug_options',
meta=dict(debug_options)
))
self._space = pm.Space()
self.symbols = []
image_loader = ImageLoader(os.path.join(self.params['data_dir'], self.params['split']),
'tight_crop')
if self.params['background_data_dir'] is None or self.params['background_labels'] is None:
bg_image_loader = None
else:
bg_image_loader = ImageLoader(os.path.join(self.params['background_data_dir'],
self.params['split']))
for id in xrange(self.params['num_symbols']):
label = self.params['symbol_labels'][
np.random.randint(len(self.params['symbol_labels']))
]
image, image_path = image_loader.get_image(label)
# Define the scale function
period_limits_index = np.random.choice(len(self.params['scale_period_limits']))
period = np.random.uniform(
*tuple(self.params['scale_period_limits'][period_limits_index])
)
amplitude = (self.params['scale_limits'][1] - self.params['scale_limits'][0]) / 2.
x_offset = np.random.uniform(period)
# Override offset if digits should not start at random scale
if not self.params['rescale_at_start']:
x_offset = 0
# Randomly shift offset (i.e. symbol can either grow or shrink at start)
x_offset += (period/2 if np.random.choice([True, False]) else 0)
y_offset = (self.params['scale_limits'][1] + self.params['scale_limits'][0]) / 2.
if self.params['scale_function_type'] == 'sine':
scale_fn = create_sine_fn(period, amplitude, x_offset, y_offset)
elif self.params['scale_function_type'] == 'triangle':
scale_fn = create_triangle_fn(period, amplitude, x_offset, y_offset)
elif self.params['scale_function_type'] == 'constant':
scale = np.random.uniform(*self.params['scale_limits'])
scale_fn = lambda x: scale
else:
raise ValueError('scale_function_type "%s" is unsupported'
% self.params['scale_function_type'])
symbol = Symbol(id, label, image, image_path, scale_fn)
# Set the symbol's initial rotation and scale
symbol.set_scale(0)
start_angle = np.random.uniform(2 * math.pi)
if self.params['rotate_at_start']:
symbol.body.angle = start_angle
# Compute the minimum possible margin between the symbol's center and the wall
w_half = image.size[0] / 2.
h_half = image.size[1] / 2.
margin = math.sqrt(w_half ** 2 + h_half ** 2) * self.params['scale_limits'][1]
# Set the symbol position at least one margin's distance from any wall
x_limits = (margin+1, self.video_size[0] - margin - 1)
y_limits = (margin+1, self.video_size[1] - margin - 1)
symbol.body.position = (np.random.uniform(*x_limits), np.random.uniform(*y_limits))
# If symbols will interact with each other, make sure they don't overlap initially
while self.params['interacting_symbols'] and len(self._space.shape_query(symbol.shape)) > 0:
symbol.body.position = (np.random.uniform(*x_limits), np.random.uniform(*y_limits))
# Set angular velocity
rotation_speed_limit_index = np.random.choice(len(self.params['rotation_speed_limits']))
symbol.body.angular_velocity = np.random.uniform(
*tuple(self.params['rotation_speed_limits'][rotation_speed_limit_index])
)
symbol.body.angular_velocity *= 1 if np.random.binomial(1, .5) else -1
symbol.angular_velocity = symbol.body.angular_velocity
# Set translational velocity
sampled_velocity = np.random.uniform(-1, 1, 2)
# If only lateral motion is allowed, map velocity to the nearest lateral one
if self.params['lateral_motion_at_start']:
v_angle = math.degrees(np.arctan2(sampled_velocity[1], sampled_velocity[0]))
if v_angle >= -135 and v_angle < -45:
sampled_velocity = np.array([0, -1])
elif v_angle >= -45 and v_angle < 45:
sampled_velocity = np.array([1, 0])
elif v_angle >= 45 and v_angle < 135:
sampled_velocity = np.array([0, 1])
else:
sampled_velocity = np.array([-1, 0])
symbol.body.velocity = sampled_velocity / np.linalg.norm(sampled_velocity)
position_speed_limit_index = np.random.choice(len(self.params['position_speed_limits']))
symbol.body.velocity *= np.random.uniform(
*tuple(self.params['position_speed_limits'][position_speed_limit_index])
)
# Add symbol to the space and environment
self._space.add(symbol.body, symbol.shape)
self.symbols.append(symbol)
# Publish message about the symbol
# self._publish_message(symbol.get_init_message())
self._add_init_message(symbol.get_init_message())
# Add walls
self._add_walls()
# Add collision handlers
self._add_collision_handlers(
interacting_symbols=self.params['interacting_symbols']
)
# Init step count
self._step_count = 0
# Set background image
self.background = Image.fromarray(np.zeros((self.video_size[0], self.video_size[1], 3),
dtype=np.uint8))
if bg_image_loader is not None:
# Choose a category
bg_labels = self.params['background_labels']
category_name = bg_labels[np.random.randint(len(bg_labels))]
# Choose an image
bg_image, full_image_path = bg_image_loader.get_image(category_name)
self.background.paste(bg_image)
# Publish information about the chosen background
self._add_init_message(dict(
step=-1,
type='background',
meta=dict(
label=category_name,
image=np.array(self.background),
image_path=full_image_path
)
))
from pymunk.vec2d import Vec2d from pymunk import pygame_util fps = 60.0 pygame.init() screen = pygame.display.set_mode((690, 300)) clock = pygame.time.Clock() clock.tick(1 / 5.) ### Physics stuff space = pymunk.Space() space.gravity = 0, 900 space.sleep_time_threshold = 0.3 draw_options = pygame_util.DrawOptions(screen) pygame_util.positive_y_is_up = False ### Physics stuff space = pymunk.Space() space.gravity = 0, 900 space.sleep_time_threshold = 0.3 draw_options = pygame_util.DrawOptions(screen) pygame_util.positive_y_is_up = False floor = pymunk.Segment(space.static_body, (-100, 210), (1000, 210), 5) floor.friction = 1.0 space.add(floor) # class Spider:
def run():
celestialBodies = []
celestialShapes = []
screen = pg.display.get_surface()
clock = pg.time.Clock()
game = pg.Surface((10000, 10000))
space = pm.Space()
hud = HUD()
earth = cb('earth', space, 10**13, 1000, 5000, 5000, 0.9, 0, 0)
celestialBodies.append(earth.body)
celestialShapes.append(earth.shape)
earthMoon1 = cb('earthMoon1', space, 10**11, 250, 6500, 5000, 0.9, 0, 1)
celestialBodies.append(earthMoon1.body)
celestialShapes.append(earthMoon1.shape)
planetGage = cb('planetGage', space, 10**12, 200, 1000, 1000, 0.9, 0, 0)
celestialBodies.append(planetGage.body)
celestialShapes.append(planetGage.shape)
planetThomas = cb('planetThomas', space, 10**13, 200, 1500, 1500, .9, 0, 0)
celestialBodies.append(planetThomas.body)
celestialShapes.append(planetThomas.shape)
planetZach = cb('planetZach', space, 10**13, 200, 2000, 1000, 0.9, 0, 0)
celestialBodies.append(planetZach.body)
celestialShapes.append(planetZach.shape)
rocket = tr.genRocket(space)
x, y = (earth.posx + earth.radius / math.sqrt(2),
earth.posy + earth.radius / math.sqrt(2))
rocket.position = x, y
draw_options = pygame_util.DrawOptions(game)
space.damping = 0.9
fire_ticks = 480 * 50
fire = False
rotate = False
auto = False
sas_angle = 0
print(rocket.position)
while True:
for event in pg.event.get():
if event.type == pg.QUIT or keyDown(event, pg.K_ESCAPE):
pg.quit()
sys.exit(0)
elif event.type == pg.KEYDOWN:
if event.key == pg.K_a or event.key == pg.K_d:
rotKey = event.key
rotate = True
elif event.key == pg.K_f:
fireKey = event.key
fire = True
elif event.type == pg.KEYUP:
if event.key == pg.K_a or event.key == pg.K_d:
rotate = False
elif event.key == pg.K_f:
fire = False
elif event.key == pg.K_v:
sas_angle = rocket.angle
auto = not auto
elif event.type == pg.VIDEORESIZE:
screen = pg.display.set_mode((event.w, event.h), pg.RESIZABLE)
if fire:
fire_ticks -= 1
rocket.thrust(fireKey)
if rotate:
rocket.turn_SAS(rotKey, 1)
if auto:
rocket.auto_SAS(sas_angle)
print(rocket.position)
updateGravity(space, rocket, celestialShapes, celestialBodies)
space.step(1 / 50.0)
updateCamera(screen, game, rocket.position, space, draw_options)
pos = rocket.position
vel = rocket.velocity
grav = space.gravity
hud.updateHUD(pos[0], pos[1], (math.degrees(rocket.angle) + 90) % 360,
vel.length, vel.angle_degrees % 360, grav.length,
grav.angle_degrees % 360, rocket.components,
clock.get_fps())
pg.display.flip()
clock.tick(60)
def __init__(self):
#pygame init
pygame.init()
self.w, self.h= W, H #width and height
self.gameDisplay= pygame.display.set_mode((self.w, self.h))
self.clock= pygame.time.Clock()
#pymunk init
self.space= pymunk.Space()
self.space.gravity= (0, -1000) #gravity
self.space.damping= 0.5
draw_options = pgutil.DrawOptions(self.gameDisplay)
draw_options.flags= pymunk.SpaceDebugDrawOptions.DRAW_SHAPES
#Create Level
self.level= Level(self.space, self.gameDisplay)
#the collision handling for bird and pig
bpgcol= self.space.add_collision_handler(1,2)
bpgcol.data["pigs"]= self.level.pigs
bpgcol.pre_solve= bird_pig_col
#the collision handling for bird and plank
bpl_col= self.space.add_collision_handler(1, 3)
bpl_col.data["objs"]= self.level.objects
bpl_col.pre_solve= bird_plank_col
#the collision handling for bird and plank
ppl_col= self.space.add_collision_handler(2, 3)
ppl_col.data["objs"]= self.level.objects
ppl_col.data["pigs"]= self.level.pigs
ppl_col.pre_solve= pig_plank_col
#the collision handling for pig with ground
pg_col= self.space.add_collision_handler(0, 2)
pg_col.data["objs"]= self.level.pigs
pg_col.pre_solve= ground_col
#the collision handling for plank with ground
pg_col= self.space.add_collision_handler(0, 3)
pg_col.data["objs"]= self.level.objects
pg_col.pre_solve= ground_col
self.mb_down=False #to hold the bird
self.counter=-1 #to add gap between bird shoot and new bird addition
while True:
for event in pygame.event.get():
if event.type== pygame.QUIT:
pygame.quit()
quit()
elif event.type== KEYDOWN and event.key== K_ESCAPE:
pygame.quit()
quit()
elif event.type == KEYDOWN and event.key == K_SPACE and type(self.level.birds[-1]) == ThreeBird and self.level.birds[-1].a_avail:
self.level.birds[-1].split(self.level.birds)
elif event.type== 5 and event.button==1 and self.level.sl_bird.is_avail==True:
'''
Add the bird to click down event, drag with mouse
added constrain to accept the drag event if click within 50pix distance max
'''
# print(event, H-event.pos[1]-self.bird.body.position[1])
if all([abs(event.pos[0]-self.level.sl_bird.body.position[0])<50,
abs(H-event.pos[1]-self.level.sl_bird.body.position[1])<50]):
self.mb_down=True
pos=event.pos #stores current pos of mouse
elif event.type==4 and self.mb_down:
'''Just to store new position of mouse'''
pos= event.pos
elif event.type==6 and self.mb_down:
'''
If mouse is up, then shoot
'''
self.level.sl_bird.is_avail=False #bird not available to shoot
self.mb_down=False
p=power(event.pos) #calculate impulse to be applied
f= self.level.sl_bird.b_m*15 #factor
impulse= pymunk.Vec2d(p*f, 0) #net impluse to apply
try:
impulse.rotate(math.atan2((event.pos[1]-sling_init[1]),-(event.pos[0]-sling_init[0])))
except ZeroDivisionError:
#to handle tan 90 case
impulse= pymunk.Vec2d(0, p*f)
self.level.sl_bird.shoot_bird(impulse)
self.level.birds.append(self.level.sl_bird)
self.counter=10 #10 frames to next bird add
if self.counter==0:
#add new bird
self.counter-=1
self.level.sl_bird=Bird(self.space)
elif self.counter>0:
#decrease countdown
self.counter-=1
#graphics behaviour
self.gameDisplay.fill((255,255,255))
#show first bird
if self.mb_down:
self.level.sl_bird.sling_bird(pos, self.gameDisplay)
else:
self.level.sl_bird.show(self.gameDisplay)
#show other birds
for bird in self.level.birds:
bird.show(self.gameDisplay)
#bird self destruct
bird.timer-=1
if bird.timer<0:
self.space.remove(bird, bird.body)
self.level.birds.remove(bird)
continue
# if bird goes out of screen
if bird.body.position.y<0 or bird.body.position.x<0 or bird.body.position.x>self.w:
self.space.remove(bird, bird.body)
self.level.birds.remove(bird)
# print("Bird Removed")
for pig in self.level.pigs:
#show pig
if pig:
pig.show(self.gameDisplay)
#pig cleanup
if pig.body.position.y<0 or pig.body.position.x<0 or pig.body.position.x>self.w:
self.space.remove(pig.body, pig)
self.level.pigs.remove(pig)
print("Pig Removed")
pygame.draw.line(self.gameDisplay, (225, 180, 255), to_pygame(*self.level.ground.a), to_pygame(*self.level.ground.b), 20)
# self.space.debug_draw(draw_options)
for obj in self.level.objects:
obj.show(self.gameDisplay)
# for ele in self.level.objects:
# pygame.draw.circle(self.gameDisplay, [0, 0, 0], to_pygame(*ele.pos), 5)
# delta t= 1/80
self.space.step(1/80.0)
pygame.display.flip()
#60 fps
self.clock.tick(60)
def main():
# Start up the game
pygame.init()
screen: Surface = pygame.display.set_mode((width, height))
clock = pygame.time.Clock()
running = True
space = pymunk.Space()
# This gravity would be if we wanted to have every object move in one direction, not towards each other
space.gravity = (0, 0)
# Allow pymunk to draw to pygame screen
draw_options = pygame_util.DrawOptions(screen)
# Sound to play when planets collide
global click_sound
click_sound = pygame.mixer.Sound('resources/click.ogg')
# Initialize physical objects ---------------------------------------------------------------------------
# Ball
ball_body = pymunk.Body(mass=1000,
moment=pymunk.moment_for_circle(
1000, 0,
marble_img.get_width() / 2))
ball_shape = pymunk.Circle(ball_body, marble_img.get_width() / 2)
ball_shape.friction = 0.5
ball_shape.elasticity = .9
ball_shape.collision_type = BALL
ball_shape.color = color.THECOLORS['coral']
# add ball to the scene
space.add(ball_shape)
space.add(ball_body)
# Planets
planets = []
for i in range(num_planets):
size = random.randint(10, 15)
planet_body, planet_shape = create_planet(
space, size, math.pi * size**2,
(random.randint(15,
screen.get_width() - 15),
random.randint(15,
screen.get_height() - 15)))
space.add(planet_shape)
space.add(planet_body)
planets.append(planet_body)
# Set gravitational constant for planets - more planets means lower starting constant
grav_const = 200 / num_planets
gravity_enabled = False
# Set up collision sounds between planets (see planet_collision)
# handler = space.add_collision_handler(PLANET, PLANET)
# handler.post_solve = planet_collision
# Walls
walls = [
pymunk.Segment(space.static_body, (0, 0), (0, screen.get_width()), 2),
pymunk.Segment(space.static_body, (0, screen.get_width()),
(screen.get_height(), screen.get_width()), 2),
pymunk.Segment(space.static_body,
(screen.get_height(), screen.get_width()),
(screen.get_height(), 0), 2),
pymunk.Segment(space.static_body, (screen.get_height(), 0), (0, 0), 2),
]
for wall in walls:
wall.friction = 0.1
wall.elasticity = 0.999
space.add(walls)
music_started = True
pygame.mixer.music.load('resources/moon.ogg')
pygame.mixer.music.play(-1, 0.0)
ball_body.position = (300, 400)
# Main game loop ----------------------------------------------------------------------------------------
while running:
# Event handling
for event in pygame.event.get():
if event.type == QUIT or \
event.type == KEYDOWN and (event.key in [K_ESCAPE, K_q]):
running = False
if event.type == MOUSEBUTTONDOWN and event.button == 1:
print(pygame.mouse.get_pos())
if not music_started:
# Background Music
pygame.mixer.music.load('resources/moon.ogg')
pygame.mixer.music.play(-1, 0.0)
music_started = True
mouse_position = pymunk.pygame_util.from_pygame(
Vec2d(pygame.mouse.get_pos()), screen)
mouse_angle = (mouse_position - ball_body.position).angle
impulse = ball_body.mass * 1000 * Vec2d(1, 0)
impulse.rotate(mouse_angle)
ball_body.apply_impulse_at_world_point(impulse,
ball_body.position)
if event.type == KEYDOWN:
# If up or down is pressed, change the gravitational constant by a factor of 10
if event.key == K_UP:
grav_const *= 1.5
print("Gravity:", grav_const)
if event.key == K_DOWN:
print("Gravity:", grav_const)
grav_const /= 1.5
# Enable / Disable gravity with space
if event.key == K_SPACE:
gravity_enabled = not gravity_enabled
if gravity_enabled:
for i, planet_1 in enumerate(planets):
# run_gravity(planet_1, ball_body, grav_const)
for planet_2 in planets[i + 1:]:
run_gravity(planet_1, planet_2, grav_const)
# Graphics ---------------------------------------------------------------------------
# Clear Screen
screen.fill(pygame.color.THECOLORS['black'])
# Use pygame interactivity to draw pymunk stuff
space.debug_draw(draw_options)
# Draw the rest of the stuff
# screen.blit(pygame.transform.rotate(marble_img, ball_body.rotation_vector.angle_degrees), (ball_body.position[0] - ball_shape.radius, screen.get_height() - ball_body.position[1] - ball_shape.radius))
font = pygame.font.SysFont("Arial", 13)
# pygame.draw.rect(screen, color.THECOLORS['gray'], Rect(0, 0, 260, 60), 0)
screen.blit(
font.render(
"Click anywhere to fire the red ball towards the mouse", 1,
color.THECOLORS["white"]), (5, 5))
screen.blit(
font.render(
"Press up or down to change the strength of gravity, space to enable/disable",
1, color.THECOLORS["white"]), (5, 20))
screen.blit(
font.render("Gravitational Strength:", 1,
color.THECOLORS["white"]), (5, 40))
screen.blit(
font.render(str(round(grav_const, 3)), 1,
color.THECOLORS["yellow"]), (115, 40))
gravity_color, gravity_text = (color.THECOLORS['green'],
'Enabled') if gravity_enabled else (
color.THECOLORS['red'], 'Disabled')
screen.blit(font.render("Gravity:", 1, color.THECOLORS["white"]),
(5, 55))
screen.blit(font.render(gravity_text, 1, gravity_color), (45, 55))
# Update the screen
pygame.display.flip()
# Update physics and pygame clock
fps = 60
dt = 1. / fps
space.step(dt)
clock.tick(fps)
def reset(self):
"""
Simply returns the initial state of the game
"""
if self.vis:
pygame.init()
self.screen = pygame.display.set_mode(
(ceil(self.max_x) * 100,
ceil(self.max_y) * 100)) # 100pixels/meter
self.clock = pygame.time.Clock()
self.space = pymunk.Space()
self.draw_options = pygame_util.DrawOptions(self.screen)
# Initialise objects in game
obj_positions = []
for i in range(self.No):
yes = True
while yes: # loops until we get an initialization of objects with no collisions
r = 0.15
x = r + np.random.rand() * (self.max_x - 2 * r)
y = r + np.random.rand() * (self.max_y - 2 * r)
collision = False
for o in obj_positions:
if 2 * r >= np.sqrt((x - o[0])**2 + (y - o[1])**2):
collision = True
continue
if not collision:
yes = False
obj_positions.append((x, y, r))
m = 1.0 / (0.75 + np.random.rand() * 0.5
) # 0.75-1.25kg - stored as m^-1
v_x = -5 + np.random.rand() * 10 # -5-5m/s
v_y = -5 + np.random.rand() * 10 # -5-5m/s
q = 7.5 * 1e3
obj = CircleMagnet(x, y, m, q, r, v_x, v_y)
if self.vis:
obj.shape = self.add_obj(obj)
self.space.add(obj.shape, obj.shape.body)
self.data[0].append(obj)
self.data[0].extend(self.walls)
# Initialize agent
yes = True
while yes:
x = np.random.rand() * self.max_x
y = np.random.rand() * self.max_y
collision = False
for o in obj_positions:
if 0.15 + self.agent.r >= np.sqrt(
(x - o[0])**2 +
(y - o[1])**2): # 0.2 = sum of agent and object radii
collision = True
continue
if not collision:
yes = False
self.agent.x, self.agent.y = x, y
# add agent to visualization
if self.vis:
self.agent.shape = self.add_agent(self.agent)
self.space.add(self.agent.shape, self.agent.shape.body)
# Convert state to RL format for output
prev_state = self.data[0]
for i in range(0, (self.No) * 2, 2):
self.init_state[i] = prev_state[(i + 1) // 2].x
self.init_state[i + 1] = prev_state[(i + 1) // 2].y
self.init_state[(self.No + 4) * 2] = self.agent.x
self.init_state[(self.No + 4) * 2 + 1] = self.agent.y