Essays about: "OpenAIgym"

Found 1 essay containing the word OpenAIgym.

  1. 1. Reinforcement Learning Methods for OpenAI Environments

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Andreas Winberg; Oliver Öhrstam Lindström; [2020]
    Keywords : Reinforcement learning; Q-learning; OpenAIgym; neural networks;

    Abstract : Using the powerful methods developed in the fieldof reinforcement learning requires an understanding of theadvantages and drawbacks of different methods as well as theeffects of the different adjustable parameters. This paper high-lights the differences in performance and applicability betweenthree different Q-learning methods: Q-table, deep Q-network anddouble deep Q-network where Q refers to the value assigned toa given state-action pair. READ MORE