Game Theory Topic 3 Sequential Games “It is true that life must be understood backward, but … it must be lived forward.” - Søren Kierkegaard Review Understanding the outcomes of games Sometimes easy Dominant Sometimes more challenging “I strategies 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 The Game $0, $0 – $1 billion, – $1 billion Airbus $0.3 billion, – $3 billion Boeing – $4 billion, – $4 billion 5 Mike Shor Looking Forward … Airbus makes the first move: Must consider how Boeing will respond If stay out: $0 billion Boeing – $1 billion Boeing stays out 6 Mike Shor Looking Forward … Airbus makes the first move: Must consider how Boeing will respond – $3 billion If enter: Boeing – $4 billion Boeing accommodates, stays out 7 Mike Shor … And Reasoning Back Now consider the first move: out $0, $0 out $0.3 billion, – $3 billion Airbus Boeing Only ( In, Out ) is sequentially rational In is not credible (for Boeing) 8 Mike Shor What if Boeing Can Profit? The Game $0, $0 – $1 billion, + $1 billion ? Airbus $0.3 billion, – $3 billion Boeing – $4 billion, – $4 billion 9 Mike Shor Nash Equilibria Are Deceiving Boeing Airbus Out In Out 0 , 0 0.3 , -3 In -1 , 1 -4 , -4 Two equilibria (game of chicken) But, still only one is sequentially rational 10 Mike Shor Airbus vs. Boeing October 2007 A380 enters commercial service Singapore to Sydney List price: $350 million September 2011 Four year anniversary: 12,000,000 seats sold 11 Mike Shor Solving Sequential Games Intuitive Approach: Start at the end and trim the tree to the present Eliminates non-credible future actions 12 Mike Shor Solving Sequential Games Steps: 1. 2. 3. 4. 5. 6. 7. Pick a last move What player is making the decision? What decisions are available to that player? What are that player’s payoffs from each decision? Select the highest Place an arrow on the selected branch 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 13 Mike Shor 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 14 Mike Shor Nash Equilibria Are Deceiving Player 2 Player 1 Mike Shor Less More X 10 , 0 20 , 20 Y 30 , 30 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? 15 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 16 Mike Shor Graduation Speaker Revisited Graduation speaker Bernie Sanders, Donald Trump, or Hillary Clinton? Four committee members prefer: Bernie (B>D>H) to Hillary to Bernie ( D > H > B) Two committee members prefer: Hillary to Hillary Three committee members prefer: Donald to Donald to Bernie to Donald (H>B>D) Voting by Majority Rule 17 Mike Shor Graduation Speaker Revisited Graduation speaker Bernie Sanders, Donald Trump, or Hillary Clinton? Member preferences: 4 (B>D>H) 3 (D>H>B) Majority rule results: B beats D ; D beats H 2 (H>B>D) ; H beats B Voting results (example): B beats D then winner versus H H 18 Mike Shor Voting as a Sequential Game B B vs. H H B vs. D D D vs. H H 19 Mike Shor Looking Forward … B B vs. H A majority prefers H to B H D A majority prefers D to H D vs. H H 20 Mike Shor … And Reasoning Back Four committee members prefer B to D to H. How should they vote in the first round? B vs. H H B vs. D D D vs. H 21 Mike Shor Sequential Rationality Look forward and reason back. Anticipate what your rivals will do tomorrow in response to your actions today 22 Mike Shor Importance of Rules Outcome is still predetermined: B D H vs. vs. vs. D H B then winner versus H then winner versus B then winner versus D 23 Mike Shor Accommodating a Potential Entrant Do you enter? Do you accommodate entry? What if there are fifty potential entrants? 24 Mike Shor Survivor Immunity Challenge There are 21 flags Players alternate removing 1, 2, or 3 flags The player to take the last flag wins 25 Mike Shor Unraveling 1 grow 2 take 3, 1 take 3 grow 4 take 2, 6 9, 3 grow take 4, 12 97 98 99 100 291, 97 98, 294 297, 99 100, 300 gro w take Mike Shor grow gro w take gro w take gro w take 202, 202 26 Unraveling Equilibrium: take , take , take , take , take , … take , take , take , take , take , … Remember: An equilibrium specifies an action at every decision node Even those that will not be reached in equilibrium 27 Mike Shor 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? 28 Mike Shor The Game E3 E2 E1 M M 29 Mike Shor Looking Forward … In the last period: $0, $100 + previous E 50, 50 + previous M –50, –50 + previous No reason to fight final entrant, thus ( In, Accommodate ) 30 Mike Shor … And Reasoning Back The Incumbent will not fight the last entrant Only one sequential equilibrium But then, no reason to fight the previous entrant … But then, no reason to fight the first entrant All entrants play In Incumbent plays Accommodate But for long games, this is mostly theoretical People “see” the end two to three periods out! 31 Mike Shor Breakfast Cereals A small sampling of the Kellogg’s portfolio 32 Mike Shor Breakfast Cereals (in thousands) 600 sales product development costs: $1.2M per product 100 500 400 300 200 000 1 less sweet 2 3 4 5 6 7 8 9 10 11 more sweet 33 Mike Shor Breakfast Cereals 34 Mike Shor (in thousands) 600 sales Breakfast Cereals 100 500 400 300 200 000 1 less sweet 2 3 4 5 6 7 8 9 10 11 more sweet 35 Mike Shor First Product Entry SCENARIO 1 300 (in thousands) 600 sales Profit = ½ 5(600) – 1200 = 100 500 400 300 200 000 1 less sweet 2 3 4 5 6 7 8 9 10 11 more sweet 36 Mike Shor Second Product Entry SCENARIO 2 600 (in thousands) 600 sales Profit = 2 x 300 = 100 500 400 300 200 000 1 less sweet 2 3 4 5 6 7 8 9 10 11 more sweet 37 Mike Shor Third Product Entry SCENARIO 3 420 (in thousands) 600 sales Profit = 300 x 3 – 240 x 2 = 100 500 400 300 200 000 1 less sweet 2 3 4 5 6 7 8 9 10 11 more sweet 38 Mike Shor Competitor Enters SCENARIO 4 360 (in thousands) 600 sales Profit = 300 x 2 - 240 = 100 500 400 300 200 000 1 less sweet 2 3 4 5 6 7 8 9 10 11 more sweet 39 Mike Shor 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 40 Mike Shor Strategic Voting Maybe majority rule causes this. Can we eliminate “strategic voting” with other rules? Ranking of all candidates Proportional representation Run offs Etc. 41 Mike Shor 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 42 Mike Shor 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 43 Mike Shor
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