game theory and the nash equilibrium part 2

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Eponine Lupo

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Game Theory and the Nash Equilibrium Part 2. Eponine Lupo. Agenda. Questions from last time 3 player games Games larger than 2x2—rock, paper, scissors Review/explain Nash Equilibrium Nash Equilibrium in R Instability of NE—move towards pure strategy - PowerPoint PPT Presentation

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Page 1: Game Theory and the Nash Equilibrium Part 2

Eponine Lupo

Page 2: Game Theory and the Nash Equilibrium Part 2

Questions from last time3 player gamesGames larger than 2x2—rock, paper, scissors

Review/explain Nash Equilibrium Nash Equilibrium in R

Instability of NE—move towards pure strategyPrisoner’s Dilemma, Battle of the Sexes, 3rd

Game Application to Life

Page 3: Game Theory and the Nash Equilibrium Part 2

14 , 24 , 32

8 , 30, 27

30 , 16 , 24

13 , 12, 50

1

2 L R

R

L 16 , 24 , 30

30 , 16, 24

30 , 23 ,14

14 , 24, 32

1

2 L R

R

L

L R

3

Strategy Profile: {R,L,L} is the Solution to this Game

Page 4: Game Theory and the Nash Equilibrium Part 2

0 , 0 -1 , 1 1 , -1

1 , -1 0 , 0 -1 , 1

-1 , 1 1 , -1 0 , 0

Player 2 R P S

Player 1

R

P

S

•No pure strategy NE•Only mixed NE is {(1/3,1/3,1/3),(1/3,1/3,1/3)}

Page 5: Game Theory and the Nash Equilibrium Part 2

“A strategy profile is a Nash Equilibrium if and only if each player’s prescribed strategy is a best response to the strategies of others”Equilibrium that is reached even if it is not

the best joint outcome

4 , 6 0 , 4 4 , 4

5 , 3 0 , 0 1 , 7

1 , 1 3 , 5 2 , 3

Player 2 L C R

Player 1

U

M

D

Strategy Profile: {D,C} is the Nash Equilibrium

**There is no incentive for either player to deviate from this strategy profile

Page 6: Game Theory and the Nash Equilibrium Part 2

Sometimes there is NO pure Nash Equilibrium, or there is more than one pure Nash Equilibrium

In these cases, use Mixed Strategy Nash Equilibriums to solve the games

Take for example a modified game of Rock, Paper, Scissors where player 1 cannot ever play “Scissors”

What now is the Nash Equilibrium?

Put another way, how are Player 1 and Player 2 going to play?

Page 7: Game Theory and the Nash Equilibrium Part 2

Once Player 1’s strategy of S is taken away, Player 2’s strategy R is iteratively dominated by strategy P.

0 , 0 -1 , 1 1 , -1

1 , -1 0 , 0 -1 , 1

Player 2 R P S

Player 1 R

P

Page 8: Game Theory and the Nash Equilibrium Part 2

Now the game has been cut down from a 3x3 to 2x2 game

There are still no pure strategy NE

From here we can determine the mixed strategy NE

-1 , 1 1 , -1

0 , 0 -1 , 1

Player 2 q 1-q

P S

Player 1

p R

1-p

P

Player 1 wants to have a mixed strategy (p, 1-p) such that Player 2 has no advantage playing either pure strategy P or S.

u2((p, 1-p),P)=u2((p, 1-p),S)

1p+0(1-p) = (-1)p+1(1-p)

1p = -2p+1

3p = 1

p=1/3S1 = (1/3 , 2/3)

Page 9: Game Theory and the Nash Equilibrium Part 2

-1 , 1 1 , -1

0 , 0 -1 , 1Player 1

p R

1-p

P

Likewise, Player 2 wants to have a mixed strategy (q, 1-q) such that Player 1 has no advantage playing either pure strategy R or P.

u1(R,(q, 1-q))=u1(P,(q, 1-q))

-1q+1(1-q) = 0q+(-1)(1-q)

-2q+1 = q-1

3q = 2

q=2/3

S2 = (2/3 , 1/3)

Player 2 q 1-q

P S

Page 10: Game Theory and the Nash Equilibrium Part 2

Therefore the mixed strategy: Player 1: (1/3Rock , 2/3Paper) Player 2: (2/3Paper , 1/3Scissors)

is the only one that cannot be “exploited” by either player.

The values of p and q are such that if Player 1 changes p, his payoff will not change but Player 2’s payoff may be affected

Thus, it is a Mixed Strategy Nash Equilibrium.

Page 11: Game Theory and the Nash Equilibrium Part 2

The Nash Equilibrium is a very unstable point

If you do not begin exactly at the NE, you cannot stochastically find the NE Theoretically you will “shoot off” to a pure

strategy: (0,0) (0,1) (1,0) or (1,1) (similar for n players)

Consider the following: 2 players randomly choose values for p and q Knowing player 2’s mixed strategy (q, 1-q),

player 1 adjusts his mixed strategy of (p,1-p) in order to maximize his payoffs

With player 1’s new mixed strategy in mind, player 2 will adjust his mixed strategy in order to maximize his payoffs

This see-saw continues until both players can no longer change their strategies to increase their payoffs

Page 12: Game Theory and the Nash Equilibrium Part 2

Unfortunately, I was unable to find a way to discover a mixed strategy NE in R for any number of players Is my code wrong? Is there simply no way to find the NE in R? I don’t know

Page 13: Game Theory and the Nash Equilibrium Part 2

In life, we react to other people’s choices in order to increase our utility or happiness Ignoring a younger sibling who is irritating Accepting an invitation to go to a baseball

game Once we react, the other person reacts to

our reaction and life goes on One stage games are rare in life

Very rarely are we in a “NE” for any aspect of our lives There is almost always a choice that can better

our current utility