120 lines
2.4 KiB
Python
120 lines
2.4 KiB
Python
from engine.utils import bound_norm_random, ep_time_step, env_proc
|
|
|
|
import numpy as np
|
|
from decimal import Decimal
|
|
|
|
seed = {
|
|
'z': np.random.RandomState(1),
|
|
'a': np.random.RandomState(2),
|
|
'b': np.random.RandomState(3),
|
|
'c': np.random.RandomState(3)
|
|
}
|
|
|
|
# Behaviors per Mechanism
|
|
def b1m1(step, sL, s):
|
|
return s['s1'] + 1
|
|
def b2m1(step, sL, s):
|
|
return s['s1'] + 1
|
|
|
|
def b1m2(step, sL, s):
|
|
return s['s1'] + 1
|
|
def b2m2(step, sL, s):
|
|
return s['s1'] + 1
|
|
|
|
def b1m3(step, sL, s):
|
|
return s['s1'] + 1
|
|
def b2m3(step, sL, s):
|
|
return s['s2'] + 1
|
|
|
|
|
|
# Internal States per Mechanism
|
|
def s1m1(step, sL, s, _input):
|
|
s['s1'] = s['s1'] + _input
|
|
def s2m1(step, sL, s, _input):
|
|
s['s2'] = s['s2'] + _input
|
|
|
|
|
|
def s1m2(step, sL, s, _input):
|
|
s['s1'] = s['s1'] + _input
|
|
def s2m2(step, sL, s, _input):
|
|
s['s2'] = s['s2'] + _input
|
|
|
|
def s1m3(step, sL, s, _input):
|
|
s['s1'] = s['s1'] + _input
|
|
def s2m3(step, sL, s, _input):
|
|
s['s2'] = s['s2'] + _input
|
|
|
|
# Exogenous States
|
|
proc_one_coef_A = 0.7
|
|
proc_one_coef_B = 1.3
|
|
def es3p1(step, sL, s, _input):
|
|
s['s3'] = s['s3'] * bound_norm_random(seed['a'], proc_one_coef_A, proc_one_coef_B)
|
|
def es4p2(step, sL, s, _input):
|
|
s['s4'] = s['s4'] * bound_norm_random(seed['b'], proc_one_coef_A, proc_one_coef_B)
|
|
def es5p2(step, sL, s, _input):
|
|
s['timestamp'] = ep_time_step(s, s['timestamp'], seconds=1)
|
|
|
|
# Environment States
|
|
def env_a(x):
|
|
return x
|
|
def env_b(x):
|
|
return x
|
|
def what_ever(x):
|
|
return x + 1
|
|
|
|
# Genesis States
|
|
state_dict = {
|
|
's1': Decimal(0.0),
|
|
's2': Decimal(0.0),
|
|
's3': Decimal(1.0),
|
|
's4': Decimal(1.0),
|
|
'timestamp': '2018-10-01 15:16:24'
|
|
}
|
|
|
|
exogenous_states = {
|
|
"s3": es3p1,
|
|
"s4": es4p2,
|
|
"timestamp": es5p2
|
|
}
|
|
|
|
env_processes = {
|
|
"s3": env_proc('2018-10-01 15:16:25', env_a),
|
|
"s4": env_proc('2018-10-01 15:16:25', env_b)
|
|
}
|
|
|
|
mechanisms = {
|
|
"m1": {
|
|
"behaviors": {
|
|
"b1": b1m1,
|
|
"b2": b2m1
|
|
},
|
|
"states": {
|
|
"s1": s1m1,
|
|
"s2": s2m1,
|
|
}
|
|
},
|
|
"m2": {
|
|
"behaviors": {
|
|
"b1": b1m2,
|
|
"b2": b2m2
|
|
},
|
|
"states": {
|
|
"s1": s1m2,
|
|
"s2": s2m2,
|
|
}
|
|
},
|
|
"m3": {
|
|
"behaviors": {
|
|
"b1": b1m3,
|
|
"b2": b2m3
|
|
},
|
|
"states": {
|
|
"s1": s1m3,
|
|
"s2": s2m3,
|
|
}
|
|
}
|
|
}
|
|
|
|
sim_config = {
|
|
"N": 2
|
|
} |