Game Theory “It is true that life must be understood backward, but … it must be lived forward.” - Søren Kierkegaard Topic 3 Sequential Games
Review Understanding the outcomes of games Sometimes easy Dominant strategies Sometimes more challenging “I know that you know …” What if a game is sequential? Market entry 2 Mike Shor
Very Large Airplanes: Airbus vs. Boeing Industry background “The problem is the monopoly of the 747 … They have a product. We have none. ” - Airbus Executive Industry feasibility studies: Room for at most one megaseater Airbus Initiated plans to build a super-jumbo jet 3 Mike Shor
Very Large Airplanes: Airbus vs. Boeing Boeing reaction “Boeing, the world’s top aircraft maker, announced it was building a plane with 600 to 800 seats, the biggest and most expensive airliner ever.” - BusinessWeek 4 Mike Shor
Sequential Games Mike Shor 5 The Game Airbus Boeing – $4 billion, – $4 billion $0.3 billion, – $3 billion out in out in – $1 billion, – $1 billion $0, $0 out in
Looking Forward … Airbus makes the first move: Must consider how Boeing will respond If stay out: Boeing stays out 6 Boeing $0 billion – $1 billion out in Mike Shor
Looking Forward … Airbus makes the first move: Must consider how Boeing will respond If enter: Boeing accommodates, stays out 7 Boeing – $3 billion – $4 billion out in Mike Shor
… And Reasoning Back Now consider the first move: Only ( In, Out ) is sequentially rational In is not credible (for Boeing) 8 Airbus Boeing $0, $0 out in out $0.3 billion, – $3 billion out Mike Shor
What if Boeing Can Profit? Mike Shor 9 The Game Airbus Boeing – $4 billion, – $4 billion $0.3 billion, – $3 billion out in out in – $1 billion, + $1 billion $0, $0 out in ?
Nash Equilibria Are Deceiving Mike Shor 10 Boeing OutIn Airbus Out 0, 0 -1, 1 In 0.3, -3 -4, -4 Two equilibria (game of chicken) But, still only one is sequentially rational
Airbus vs. Boeing Mike Shor 11 October 2007 A380 enters commercial service Singapore to Sydney List price: $350 million September 2011 Four year anniversary: 12,000,000 seats sold
Solving Sequential Games Intuitive Approach: Start at the end and trim the tree to the present Eliminates non-credible future actions Mike Shor 12
Solving Sequential Games Steps: 1. Pick a last move 2. What player is making the decision? 3. What decisions are available to that player? 4. What are that player’s payoffs from each decision? 5. Select the highest 6. Place an arrow on the selected branch 7. Delete all other branches Now, treat the next-to-last player to act as last Continue in this manner until you reach the root Equilibrium: the “name” of each arrow Mike Shor 13
Subgame Perfect Equilibrium Subgame: A decision node and all nodes that follow it Subgame Perfect Equilibrium: (a.k.a. Rollback, Backwards Induction) The equilibrium specifies an action at every decision node in the game The equilibrium is also an equilibrium in every subgame Mike Shor 14
Nash Equilibria Are Deceiving Mike Shor 15 Player 2 XY Player 1 Less 10, 0 30, 30 More 20, 20 40, 10 Does either player have a dominant strategy? What is the equilibrium? What if Player 1 goes first? What if Player 2 goes first?
Solving Sequential Games Thinking backwards is easy in game trees Start at the end and trim the tree to the present Thinking backwards is challenging in practice Outline: Strategic moves in early rounds The rule of three (again) Seeing the end of the game Mike Shor 16
Graduation Speaker Revisited Graduation speaker Rand Paul, Jeb Bush, or Hilary Clinton? Four committee members prefer: Randto Jebto Hilary( R > J > H ) Three committee members prefer: Jebto Hilaryto Rand( J > H > R ) Two committee members prefer: Hilaryto Randto Jeb( H > R > J ) V oting by Majority Rule Mike Shor 17
Graduation Speaker Revisited Graduation speaker Rand Paul, Jeb Bush, or Hilary Clinton? Member preferences: 4 (R>J>H) 3 (J>H>R) 2 (H>R>J) Majority rule results: R beats J ; J beats H ; H beats R Voting results (example): R beats J then winner versus H H Mike Shor 18
Voting as a Sequential Game Mike Shor 19 R vs. J R vs. H J vs. H R J R J H H R H J H
Looking Forward … Mike Shor 20 A majority prefers H to R A majority prefers J to H R vs. H J vs. H R J H H R H H J
… And Reasoning Back Four committee members prefer R to J to H. How should they vote in the first round? Mike Shor 21 R vs. J R vs. H J vs. H R J J H H J
Sequential Rationality Mike Shor 22 Look forward and reason back. Anticipate what your rivals will do tomorrow in response to your actions today
Importance of Rules Outcome is still predetermined: R vs. J then winner versus H J vs. H then winner versus R H vs. R then winner versus J Mike Shor 23
Accommodating a Potential Entrant Do you enter? Do you accommodate entry? What if there are fifty potential entrants? Mike Shor 24
Survivor Immunity Challenge There are 21 flags Players alternate removing 1, 2, or 3 flags The player to take the last flag wins Mike Shor 25
Unraveling Mike Shor , 97 take gro w 98, , , , , 1 take grow 2, 69, 34, 12 1234
Unraveling Equilibrium: take, take, take, take, take, … Remember: An equilibrium specifies an action at every decision node Even those that will not be reached in equilibrium Mike Shor 27
Sequential Games You have a monopoly market in every state There is one potential entrant in each state They make their entry decisions sequentially Florida may enter today New York may enter tomorrow etc. Each time, you can accommodate or fight What do you do the first year? Mike Shor 28
The Game Mike Shor 29 E1 out in M fight acc E2 out in fight acc M E3
Looking Forward … In the last period: No reason to fight final entrant, thus ( In, Accommodate ) Mike Shor 30 E M $0, $100 + previous –50, –50 + previous 50, 50 + previous out in acc fight
… And Reasoning Back The Incumbent will not fight the last entrant But then, no reason to fight the previous entrant … But then, no reason to fight the first entrant Only one sequential equilibrium All entrants play In Incumbent plays Accommodate But for long games, this is mostly theoretical People “see” the end two to three periods out! Mike Shor 31
Breakfast Cereals A small sampling of the Kellogg’s portfolio Mike Shor 32
Breakfast Cereals Mike Shor 33 product development costs: $1.2M per product less sweet more sweet sales (in thousands)
Breakfast Cereals Mike Shor 34
Breakfast Cereals Mike Shor less sweet more sweet sales (in thousands)
First Product Entry Mike Shor 36 Profit = ½ 5(600) – 1200 = less sweet more sweet SCENARIO 1 sales (in thousands)
Second Product Entry Mike Shor less sweet more sweet Profit = 2 x 300 = 600 SCENARIO 2 sales (in thousands)
Third Product Entry Mike Shor less sweet more sweet Profit = 300 x 3 – 240 x 2 = 420 SCENARIO 3 sales (in thousands)
Competitor Enters Mike Shor less sweet more sweet Profit = 300 x = 360 SCENARIO 4 sales (in thousands)
Strategic Voting We saw that voting strategically rather than honestly can change outcomes Other examples? Amendments to make bad bills worse Crossing over in open primaries “Centrist” voting in primaries Mike Shor 40
Strategic Voting Maybe majority rule causes this. Can we eliminate “strategic voting” with other rules? Ranking of all candidates Proportional representation Run offs Etc. Mike Shor 41
Arrow’s Impossibility Theorem Consider a voting rule that satisfies: If everyone prefers A to B, B can’t win If A beats B and C in a three-way race, then A beats B in a two way race The only political procedure that always guarantees the above is a dictator No voting system avoids strategic voting Mike Shor 42
Summary Thinking forward misses opportunities Make sure to see the game through to the logical end Don’t expect others to see the end until it is close The rule of three steps Mike Shor 43