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cdroutsas's Projects

basic_mcmc_inference icon basic_mcmc_inference

Implementation of Metropolis-Hastings algorithm, an MCMC method that generates samples from a distribution p(θ), where p(θ) can be any distribution (prior or posterior) on the parameters.

network-churn icon network-churn

Study the effect of network churn - a process inherited to social networks , in which edges and nodes are changing randomly - on various metrics widely used in Social Network Analysis

reinforcement_learning_hfo icon reinforcement_learning_hfo

This project is about learning the optimal policy for the "Half-Field-Offence" (HFO) problem, using various Reinforcement Learning Algorithms.

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