def make_world(self):
world = World()
#Setting World Properties
world.dim_c = 5
num_listeners = 1 # Number of listeners= Number of agents
num_speakers = 4 # Number of speakers= Number of advisors
num_landmarks = 1 # Number of landmarks= Number of goals
world.landmark_colors = np.array(
sns.color_palette(n_colors=num_landmarks))
#Creation of listeners
world.listeners = []
for listener in range(num_listeners):
agent = Agent()
agent.i = listener
agent.name = 'agent %i' % agent.i
agent.listener = True
agent.collide = False
agent.size = 0.075
agent.silent = True
agent.accel = 1.5
agent.initial_mass = 1.0
agent.max_speed = 1.0
world.listeners.append(agent)
#Creation of speakers
world.speakers = []
for speaker in range(num_speakers):
agent = Agent()
agent.i = speaker + num_listeners
agent.name = 'agent %i' % agent.i
agent.listener = False
agent.collide = False
agent.size = 0.075
agent.movable = False
agent.accel = 1.5
agent.initial_mass = 1.0
agent.max_speed = 1.0
world.speakers.append(agent)
#The World is collectively made up of listeners and speakers
world.agents = world.listeners + world.speakers
#Creation of landmarks
world.landmarks = [Landmark() for i in range(num_landmarks)]
for i, landmark in enumerate(world.landmarks):
landmark.i = i + num_listeners + num_speakers
landmark.name = 'landmark %d' % i
landmark.collide = False
landmark.movable = False
landmark.size = 0.04
landmark.color = world.landmark_colors[i]
#Set initial conditions
self.reset_world(world)
self.reset_cached_rewards()
return world
def make_world(self):
world = World()
# set any world properties first
world.dim_c = 5
num_listeners = 4
num_speakers = 4
num_landmarks = 6
world.landmark_colors = np.array(
sns.color_palette(n_colors=num_landmarks))
world.listeners = []
for li in range(num_listeners):
agent = Agent()
agent.i = li
agent.name = 'agent %i' % agent.i
agent.listener = True
agent.collide = False
agent.size = 0.075
agent.silent = True
agent.accel = 1.5
agent.initial_mass = 1.0
agent.max_speed = 1.0
world.listeners.append(agent)
world.speakers = []
for si in range(num_speakers):
agent = Agent()
agent.i = si + num_listeners
agent.name = 'agent %i' % agent.i
agent.listener = False
agent.collide = False
agent.size = 0.075
agent.movable = False
agent.accel = 1.5
agent.initial_mass = 1.0
agent.max_speed = 1.0
world.speakers.append(agent)
world.agents = world.listeners + world.speakers
# add landmarks
world.landmarks = [Landmark() for i in range(num_landmarks)]
for i, landmark in enumerate(world.landmarks):
landmark.i = i + num_listeners + num_speakers
landmark.name = 'landmark %d' % i
landmark.collide = False
landmark.movable = False
landmark.size = 0.04
landmark.color = world.landmark_colors[i]
# make initial conditions
self.reset_world(world)
self.reset_cached_rewards()
return world
def make_world(self):
world = World()
# set any world properties first
num_humans = 2
num_zombies = 5
num_agents = num_humans + num_zombies
# add agents
agents = []
# add humans' team
for i in range(num_humans):
agent = Agent()
agent.collide = True
agent.team = 0
agent.name = 'human %d' % i
agent.size = 0.05
agent.accel = 4.0
agent.max_speed = 1.3
agent.health_decay = 0.99
# weapons
agent.armed = True
agent.arms_reload_time = 0.2
agent.arms_pallet_count = 2
agent.arms_pallet_damage = 0.2
agent.arms_pallet_range = 3
agent.arms_pallet_spread = 3 / 360.0 * 2 * np.pi
agents.append(agent)
# add zombies' team
for i in range(num_zombies):
agent = Agent()
agent.collide = True
agent.team = 1
agent.name = 'zombie %d' % i
agent.size = 0.05
agent.accel = 3.0
agent.max_speed = 1.0
agents.append(agent)
world.agents = agents
# make initial conditions
self.reset_world(world)
return world
def make_world(self):
world = World()
# set any world properties first
world.dim_c = 2
num_offensive_linemen = 5 # Offensive linemen
num_defensive_linemen = 7 # Defensive linemen
num_quarterback = 1
world.num_agents = num_offensive_linemen + num_defensive_linemen + num_quarterback
world.borders = [[0, 0], [53, 120]]
world.line_of_scrimmage = 60
# Add defensive linemen
d_line = [Agent() for i in range(num_defensive_linemen)]
for i, d in enumerate(d_line):
d.name = 'agent %d' % i
d.collide = True # TODO: INVESTIGATE THIS VAL
d.silent = True
d.position = D_LINE
d.size = 0.15 # TODO: INVESTIGATE THIS VAL
d.in_bounds = True
d.is_done = False
d.color = np.array([0.25, 0.25, 0.25])
world.agents.append(d)
# world.policy_agents.append(d)
# Add offensive linemen
o_line = [Agent() for i in range(num_offensive_linemen)]
for i, o in enumerate(o_line):
o.name = 'agent %d' % (i + num_defensive_linemen)
o.collide = True # TODO: INVESTIGATE THIS VAL
o.silent = True
o.position = O_LINE
o.size = 0.15 # TODO: INVESTIGATE THIS VAL
o.in_bounds = True
o.is_done = False
o.color = np.array([0.75, 0.25, 0.25])
world.agents.append(o)
# world.policy_agents.append(o)
# Add quarterback
q_back = Agent()
q_back.name = 'agent %d' % (num_defensive_linemen +
num_offensive_linemen)
q_back.collide = True # TODO: INVESTIGATE THIS VAL
q_back.silent = True
q_back.position = Q_BACK
q_back.size = 0.15
q_back.in_bounds = True
q_back.is_done = False
q_back.color = np.array([0.25, 0.25, 0.75])
world.agents.append(q_back)
# world.policy_agents.append(q_back)
# make initial conditions
self.reset_world(world)
return world
def _create_agent_base(self, ind):
agent = Agent()
agent.i = ind
agent.name = 'agent %i' % agent.i
agent.collide = False
agent.size = 0.075
agent.accel = 1.5
agent.initial_mass = 1.0
agent.max_speed = 1.0
return agent
def make_world(self):
world = World()
# set any world properties first
num_humans = 2
num_zombies = 5
num_agents = num_humans + num_zombies
# add agents
agents = []
# add humans' team
for i in range(num_humans):
agent = Agent()
agent.collide = True
agent.team = 0
agent.name = 'human %d' % i
agent.size = 0.05
agent.accel = 4.0
agent.max_speed = 1.3
agent.health_decay = 0.99
agents.append(agent)
# add zombies' team
for i in range(num_zombies):
agent = Agent()
agent.collide = True
agent.team = 1
agent.name = 'zombie %d' % i
agent.size = 0.05
agent.accel = 3.0
agent.max_speed = 1.0
agents.append(agent)
world.agents = agents
# make initial conditions
self.reset_world(world)
return world