원문정보
초록
영어
To create a system that provides a comparison of multiple algorithms that may be tested in the Prisoner’s Dilemma decision problem using two subjects in a dual agent environment. As an addition to understanding the effects of various algorithms and logic that helps influence a single agent’s decision, our system aims at analysing the performance of the same algorithms in iterative and multi agent systems. The results are obtained by using concepts of Swarm Intelligence, Multiple Agent Systems and Super Agents within the testing system. The results of the research are to expose the advantages and disadvantages of each schema to help plan investments, predict outcomes and for real world application of the Prisoner’s Dilemma in fields of Environmental Sciences, Psychology, Economics and many more such fields.
목차
1. Introduction
2. Prisoner’s Dilemma Problem
3. Literature Review
4. Derivation of Optimal Strategy
5. Architecture
5.1 General Case
6. Working Implementation
7. List of Strategies/Algorithms [16]
7.1 TFT (Tit-for-Tat) Strategy
7.2 Win-Stay, Lose-Switch (WSLS) Strategy
7.3 The Generous Tit-for-Tat (GTFT) Strategy
7.4 Zero Determinant GTFT (ZD-GTFT) Strategy
7.5 All Defection (ALLD) Strategy
7.6 All Cooperation (ALLC) Strategy
8. Experimentation and Performance Evaluation
8.1 Output
8.2 Tables and Graph
9. Applications of this Research in Real World Scenarios
References