184 lines
2.6 KiB
Markdown
184 lines
2.6 KiB
Markdown
|
|
|
|
```
|
|
import random
|
|
import numpy as np
|
|
import pandas as pd
|
|
```
|
|
|
|
|
|
```
|
|
random.seed(40)
|
|
|
|
```
|
|
|
|
|
|
```
|
|
#simple payoff matrix
|
|
payoff_a = [(1,-1),(-2,2)]
|
|
payoff_b = [(-1, 1),(2,-2)]
|
|
```
|
|
|
|
|
|
```
|
|
class Agent:
|
|
def __init__(O, payoff, name="agent"):
|
|
O.payoff = payoff
|
|
O.allmove = []
|
|
#O.tirage = []
|
|
def move(O):
|
|
pass
|
|
#a=np.random.randint(0,1)
|
|
#O.tirage.append(a)
|
|
#return a
|
|
def take(O,a,b):
|
|
#m=O.move()
|
|
O.allmove.append(O.payoff[a][b])
|
|
|
|
|
|
def set_move(O,strat):
|
|
O.move=strat
|
|
```
|
|
|
|
|
|
```
|
|
def at_random():
|
|
if random.random()>0.5: a=1
|
|
else: a=0
|
|
return a
|
|
```
|
|
|
|
|
|
```
|
|
def weight_random():
|
|
if random.random()>0.6666666666666666 : a=1
|
|
else: a=0
|
|
return a
|
|
```
|
|
|
|
|
|
```
|
|
a=Agent([(1,-1),(-2,2)], "A")
|
|
b=Agent([(-1, 1),(2,-2)],"B")
|
|
a.set_move(at_random)
|
|
b.set_move(at_random)
|
|
|
|
for i in range(0,30000):
|
|
#a.move()
|
|
m_a,m_b = a.move(),b.move()
|
|
a.take(m_a,m_b)
|
|
b.take(m_a,m_b)
|
|
|
|
_=plot(np.cumsum(a.allmove))
|
|
_=plot(np.cumsum(b.allmove))
|
|
```
|
|
|
|
|
|
![png](output_6_0.png)
|
|
|
|
|
|
|
|
```
|
|
a=Agent([(1,-1),(-2,2)], "A")
|
|
b=Agent([(-1, 1),(2,-2)],"B")
|
|
a.set_move( lambda : 0)
|
|
b.set_move(lambda : 1)
|
|
|
|
for i in range(0,30000):
|
|
#a.move()
|
|
m_a,m_b = a.move(),b.move()
|
|
a.take(m_a,m_b)
|
|
b.take(m_a,m_b)
|
|
|
|
_=plot(np.cumsum(a.allmove),color="b")
|
|
_=plot(np.cumsum(b.allmove),color="r")
|
|
|
|
```
|
|
|
|
|
|
![png](output_7_0.png)
|
|
|
|
|
|
|
|
```
|
|
a=Agent([(1,-1),(-2,2)], "A")
|
|
b=Agent([(-1, 1),(2,-2)],"B")
|
|
a.set_move( weight_random)
|
|
b.set_move(at_random)
|
|
|
|
for i in range(0,30000):
|
|
#a.move()
|
|
m_a,m_b = a.move(),b.move()
|
|
a.take(m_a,m_b)
|
|
b.take(m_a,m_b)
|
|
|
|
_=plot(np.cumsum(a.allmove),color="b")
|
|
_=plot(np.cumsum(b.allmove),color="r")
|
|
#a.move()
|
|
```
|
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
|
|
![png](output_8_1.png)
|
|
|
|
|
|
|
|
```
|
|
figsize(16,9)
|
|
|
|
for i in range(300):
|
|
a=Agent([(1,-1),(-2,2)], "A")
|
|
b=Agent([(-1, 1),(2,-2)],"B")
|
|
a.set_move( weight_random)
|
|
b.set_move(at_random)
|
|
|
|
for i in range(0,3000):
|
|
#a.move()
|
|
m_a,m_b = a.move(),b.move()
|
|
a.take(m_a,m_b)
|
|
b.take(m_a,m_b)
|
|
|
|
_=plot(np.cumsum(a.allmove), color='r',alpha=0.01)
|
|
_=plot(np.cumsum(b.allmove),color='b', alpha=0.01)
|
|
|
|
```
|
|
|
|
|
|
![png](output_9_0.png)
|
|
|
|
|
|
|
|
```
|
|
figsize(16,9)
|
|
for i in range(300):
|
|
a=Agent([(1,-1),(-2,2)], "A")
|
|
b=Agent([(-1, 1),(2,-2)],"B")
|
|
a.set_move( at_random)
|
|
b.set_move(at_random)
|
|
|
|
for i in range(0,3000):
|
|
#a.move()
|
|
m_a,m_b = a.move(),b.move()
|
|
a.take(m_a,m_b)
|
|
b.take(m_a,m_b)
|
|
|
|
_=plot(np.cumsum(a.allmove), alpha=0.01, color='r')
|
|
_=plot(np.cumsum(b.allmove), alpha=0.01, color='b')
|
|
|
|
```
|
|
|
|
|
|
![png](output_10_0.png)
|
|
|
|
|
|
|
|
```
|
|
|
|
```
|