Martin Holub

Blog & Personal Site

  • Reinforcement Learning, Teaching AI to Play

    In this post, I will demonstrate and explain reinforcement learning code I developed. You will learn how one can train an AI agent to master Atari games and understand the technology behind DeepMind's AlphaGo, the first computer program to defeat professional human Go player.

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  • Using Deep Learning Libraries to Solve Stochastic Differential Equations

    Most of you have heard about many of the deep learning libraries out there including TensorFlow, Theano, Keras and PyTorch. They facilitate building of layered and potentially complex neural network models for areas as diverse as automatic image captioning, speech recognition, and drug design. In...

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  • Stochastic Modeling in Biology

    Genetically engineered cells and organisms are being used to produce array of commonplace commercial products including drugs and materials. Biological engineering is being employed to enhance nutrition content of various foods and yield of crops. Recently, lab-grown meat represents an interestin...

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