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Found 5 papers, 3 papers with code
Momentum Accelerates Evolutionary Dynamics
We combine momentum from machine learning with evolutionary dynamics, where momentum can be viewed as a simple mechanism of intergenerational memory.
Reinforcement Learning Produces Dominant Strategies for the Iterated Prisoner's Dilemma
We present tournament results and several powerful strategies for the Iterated Prisoner's Dilemma created using reinforcement learning techniques (evolutionary and particle swarm algorithms).
Computer Science and Game Theory 91-02
An open reproducible framework for the study of the iterated prisoner's dilemma
With a growing collection of 139 strategies, the library is a also a platform for an original tournament that, in itself, is of interest to the game theoretic community.
Computer Science and Game Theory Physics and Society
Inferring Fitness in Finite Populations with Moran-like dynamics
Biological fitness is not an observable quantity and must be inferred from population dynamics.
Stability of Evolutionary Dynamics on Time Scales
We combine incentive, adaptive, and time-scale dynamics to study multipopulation dynamics on the simplex equipped with a large class of Riemmanian metrics, simultaneously generalizing and extending many dynamics commonly studied in dynamic game theory and evolutionary dynamics.
Dynamical Systems Information Theory Information Theory Populations and Evolution 91A22
