Intermediate

Prisoner’s dilemma is an example of a situation where individual decision-makers, acting in their best interest, produce a suboptimal result for the individuals as a group. It is one of the most well-known examples in game theory.

The standardized example of prisoner’s dilemma, originally proposed by mathematicians Merrill Flood and Melvin Dresher, and then formalized by Albert W. Tucker, presents the following situation:

- Two members of a criminal gang are arrested and interrogated in separate rooms. There are no other witnesses available, and the authorities only possess sufficient evidence to convict one of the prisoners, but only if the other prisoner testifies against them.
- The authorities offer each prisoner a bargain. They can betray the other prisoner by testifying that the other prisoner committed the crime, or they can cooperate with the other prisoner by remaining silent.

This scenario can lead to **three possible outcomes:**

- If
**both of them remain silent**, both**serve one year each**. - If
**both of them betray**the other, both**serve two years each**. - If
**one betrays the other**, but the**other remains silent**, the**prisoner who testified is set free**, and the**prisoner who remained silent serves three years**.

Betraying the other prisoner offers a greater reward than cooperating with them, so it can be assumed that all purely rational prisoners will betray the other, resulting in the only possible outcome being both prisoners betraying each other.

Pursuing individual reward logically should lead to a better result; however in a prisoner’s dilemma, pursuing individual reward leads to a worse individual result.

Prisoner’s dilemmas occur in many aspects of the economy, but a variety of solutions have been proposed and implemented over time that favors the common good over individual incentives.

For example, in real-world situations, most interactions are repeated more than once. If a prisoner’s dilemma occurs more than once, it can be referred to as an iterated prisoner’s dilemma. In such a situation, the individual actors can implement strategies that reward cooperation over time.

Another solution is formal, institutional strategies that alter the incentives that individual decision-makers can potentially face. By having an understanding of the collective goals and the ability to enforce cooperative behavior through various sets of rules, prisoner’s dilemmas can be steered towards the more collectively beneficial outcome.

Glossaires associés

51% Attack

Also known as a majority attack. When one or a group of miners control greater than 50% of the network's mi...

Black Swan Event

An event that is often entirely unexpected and deviates from the expected result causing widespread ramific...

S’inscrire pour un compte.

Mettez vos connaissances en pratique en ouvrant un compte Binance dès aujourd’hui.