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main.py
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68 lines (59 loc) · 1.81 KB
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import numpy as np
from config import *
from utils import *
if CONTROLLER == 'erc':
from robot_erc import Robot
elif CONTROLLER == 'iapf':
from robot_iapf import Robot
else:
from robot_bc import Robot
def collision(robots):
for i in range(NUM_ROBOT):
position = robots[i].position
for j in range(len(OBSTACLES)):
obstacle = OBSTACLES[j]
obs_point = nearest_point_to_obstacle(position[:2], obstacle)
if np.linalg.norm(position[:2]-obs_point) < ROBOT_RADIUS:
print("Obstacle")
return True
for i in range(NUM_ROBOT-1):
pi = robots[i].position
for j in range(i+1, NUM_ROBOT):
pj = robots[j].position
if np.linalg.norm(pi - pj) < 2*ROBOT_RADIUS:
print("Inter-agent")
return True
return False
if __name__ == "__main__":
# Create Robots
robots = []
for i in range(NUM_ROBOT):
robot = Robot(i, INITS[i,:])
robots.append(robot)
iter = 0
while iter < ITER_MAX:
iter += 1
if iter % 10 == 0:
print("Iteration {}".format(iter))
for i in range(NUM_ROBOT):
robots[i].compute_control(robots, dt=TIMESTEP)
# Check collision
if collision(robots):
# print("Collision")
break
# Check reach goal
count = 0
for i in range(NUM_ROBOT):
if robots[i].position[0] > XGOAL:
count += 1
if count == NUM_ROBOT:
break
# Save data
import pickle
with open(FILE_NAME, 'wb') as file:
data = []
for i in range(NUM_ROBOT):
d = dict()
d['path'] = np.array(robots[i].path)
data.append(d)
pickle.dump(data, file)