Biological Cybernetics
The evolution of intelligent decision making in gaming
Cybernetics and Systems
Applying evolutionary programming to selected traveling salesman problems
Cybernetics and Systems
System Identification through Simulated Evolution: A Machine Learning Approach to Modeling
System Identification through Simulated Evolution: A Machine Learning Approach to Modeling
Metamagical Themas: Questing for the Essence of Mind and Pattern
Metamagical Themas: Questing for the Essence of Mind and Pattern
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Speculation on the evolution of intelligence and its possible realization in machine form.
Speculation on the evolution of intelligence and its possible realization in machine form.
High Speed Hardware Computation of Co-evolution Models
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Species Formation in Evolving Finite State Machines
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Spatial Games with Adaptive Tit-For-Tats
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Biclustering of Expression Data with Evolutionary Computation
IEEE Transactions on Knowledge and Data Engineering
A strategy with novel evolutionary features for the iterated prisoner's dilemma
Evolutionary Computation
Evolution and incremental learning in the iterated prisoner's dilemma
IEEE Transactions on Evolutionary Computation
Optimal strategies of the iterated prisoner's dilemma problem for multiple conflicting objectives
IEEE Transactions on Evolutionary Computation
Cooperation and community structure in artificial ecosystems
Artificial Life
Co-evolutionary Learning in the N-player Iterated Prisoner's Dilemma with a Structured Environment
ACAL '09 Proceedings of the 4th Australian Conference on Artificial Life: Borrowing from Biology
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Evolving subjective utilities: Prisoner's Dilemma game examples
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
The Peer's Dilemma: A general framework to examine cooperation in pure peer-to-peer systems
Computer Networks: The International Journal of Computer and Telecommunications Networking
A true finite-state baseline for tartarus
Proceedings of the 15th annual conference on Genetic and evolutionary computation
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Evolutionary programming experiments are conducted to investigate the conditions that promote the evolution of cooperative behavior in the iterated prisoner's dilemma. A population of logical stimulus-response devices is maintained over successive generations with selection based on individual fitness. The reward for selfish behavior is varied across a series of trials. Simulations indicate three distinct patterns of behaviors in which mutual cooperation is inevitable, improbable, or apparently random. The ultimate behavior can be reliably predicted by examining the payoff matrix that defines the reward for alternative joint behaviors.