Reaching pareto-optimality in prisoner’s dilemma using conditional joint action learning
نویسندگان
چکیده
منابع مشابه
Pareto Optimality in Coevolutionary Learning
We develop a novel coevolutionary algorithm based upon the concept of Pareto optimality. The Pareto criterion is core to conventional multi-objective optimization (MOO) algorithms. We can think of agents in a coevolutionary system as performing MOO, as well: An agent interacts with many other agents, each of which can be regarded as an objective for optimization. We adapt the Pareto concept to ...
متن کاملPareto-optimality of Compromise Decisions Pareto-optimality of Compromise Decisions
This paper deals with the problem of existence of compromise decisions and conditions for a compromise decision to be weakly Pareto-optimal, i.e., to be a weak Pareto-maximizer, Pareto-maximizer, or strong Pareto-maximizer. The concept of compromise decision is generalized by adopting triangular norms. Further, a concept of fuzzy interval is introduced. Suucient conditions for the existence of ...
متن کاملUsing Pareto optimality to coordinate distributed agents
Pareto optimality is a domain-independent property that can be used to coordinate distributed engineering agents. Within a model of design called Redux, some aspects of dependency-directed backtracking can be interpreted as tracking Pareto optimality. These concepts are implemented in a framework, called Next-Link, that coordinates legacy engineering systems. This framework allows existing soft...
متن کاملThe Prisoners' Dilemma Revisited
Cooperation has always been recognised as a fundamental ingredient in the creation of societies and the generation of wealth. As a concept, it has been studied for many years. Yet, in practice, its emergence and persistence are less understood. In the following a game theoretic approach to the study of cooperation based on the Prisoners' Dilemma is reviewed. Using a Genetic Algorithm, strategie...
متن کاملPrisoners' other Dilemma
We ...nd that cooperation as equilibrium of the in...nitely repeated discounted Prisoner’s Dilemma is often not plausible: For a signi...cant subset of the payo¤discount factor parameter space, all co-operation equilibria are strictly risk dominated (in the sense of Harsanyi and Selten, 1988) by defection. We derive an easy-to-calculate critical level for the discount factor ±¤ below which this...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Autonomous Agents and Multi-Agent Systems
سال: 2007
ISSN: 1387-2532,1573-7454
DOI: 10.1007/s10458-007-0020-8