Games and Mechanisms Flashcards

1
Q

Social Choice Settings

A

Agents with individual preferences and the aim is to aggregate the preferences and select an outcome that reflects the collective preference assuming the agents are truthful

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2
Q

Social Choice Function (SCF)

A

Maps agent’s preferences to outcomes

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3
Q

Bayesian Game

A

Agents are strategic, holding private information about their preferences of outcomes. They cannot be relied on to honestly disclose their preferences

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4
Q

Outcome

A

The result of a game, capturing the allocation of resources and the payments made by each agent

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5
Q

Type

A

Encapsulates the private information withheld by an agent

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6
Q

Type Space

A

The set of all possible types of each player

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7
Q

Type Profile

A

An instance of the set of all type spaces

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8
Q

Common-prior probability distribution

A

The probability distribution over the set of all type spaces, it is known to all players. It represents the probability the players are in a given type space

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9
Q

Utility

A

It is quasilinear and captures their payoff for an an outcome is defined under a given type

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10
Q

Mechanism

A

A pair
<A, M>

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11
Q

Direct Mechanism

A

The only action available for each agent is to announce their private information:

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12
Q

Quasilinear mechanism

A

A triple
<A, \chi, p>

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13
Q

Choice Function

A

Maps from action profiles to outcomes

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14
Q

Payment Function

A

Maps from action profiles to payments

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15
Q

Direct Quasilinear Mechanism

A

A triple
<\Theta, \chi, p>

\Theta = A

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16
Q

Efficient Mechanism

A

In equilibrium, the selected allocation maximises the total social welfare

17
Q

Dominant Strategy Truthful Mechanism

A

For every possible agent and true valuation, declaring truthfully maximises utility

18
Q

Ex Post Individually Rational Mechanism

A

In equilibrium the utility of each agent is at least 0
i.e. no agent loses by participating

19
Q

Budget Balanced Mechanism

A

Regardless of agents’ types, the mechanism collects and disburses the same amount of money to and from agents

20
Q

Weakly Budget Balanced Mechanism

A

Regardless of agents’ types, the mechanism does not lose money

21
Q

Tractable Mechanism

A

All declarable values, allocations, and payments can be computed in polynomial times

22
Q

Groves Mechanisms

A

A class of mechanisms that are both efficient and dominant strategy truthful

23
Q

Groves Mechanisms: Allocation Function

A

Selects an allocation that maximises the sum of declared values

24
Q

Groves Mechanisms: Payment Function

A

Consists of two components
- Tax: The amount an agent pays, it must not be dependent on their own declared valuation

25
Groves Mechanisms: Income
The amount an agent is paid, it is the sum of the other agent's declared valuations
26
VCG Mechanism
Direct quasilinear mechanism that is a subclass of Groves mechanisms It maximises social welfare, i.e. maximises total utility
27
Clarke Tax
The sum of the valuations of the allocation given an agent did not participate
28