Essays about: "Minghua Lu"

Found 1 essay containing the words Minghua Lu.

  1. 1. Distributed Optimization Through Deep Reinforcement Learning

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

    Author : Mikaela Funkquist; Minghua Lu; [2020]
    Keywords : Reinforcement learning; Q-learning; Deep Q-learning; Artificial neural networks; robots; warehouse; agent;

    Abstract : Reinforcement learning methods allows self-learningagents to play video- and board games autonomously. Thisproject aims to study the efficiency of the reinforcement learningalgorithms Q-learning and deep Q-learning for dynamical multi-agent problems. The goal is to train robots to optimally navigatethrough a warehouse without colliding. READ MORE