Essays about: "Machine Learning Toolkit"

Showing result 1 - 5 of 11 essays containing the words Machine Learning Toolkit.

  1. 1. Implementing an OpenAI Gym for Machine Learning of Microgrid Electricity Trading

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : André Lundholm; [2021]
    Keywords : Q-learning; Microgrids; Python; Neural networks; OpenAI Gym; Q-learning; Mikronät; Python; Neurala nätverk; OpenAI Gym;

    Abstract : Samhället går idag bort från centraliserad energi mot decentraliserade system. Istället för att köpa från stora företag som skapar el från fossila bränslen har många förnybara alternativ kommit. Eftersom konsumenter kan generera solenergi med solpaneler kan de också bli producenter. READ MORE

  3. 2. Future-proofing Video Game Agents with Reinforced Learning and Unity ML-Agents

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Pontus Andersson; [2021]
    Keywords : Reinforced Learning; Machine Learning; Unity; ML-Agents; Computer Agents; Agents; Behavior; Learning Environment; Machine Learning Toolkit; RL; ML; AI; Artificial Intelligence; Algorithm; förstärkningsinlärning; maskininlärning; Unity; ML-Agents; datoragenter; agent; beteende; inlärningsmiljö; ai; artificiell intelligens; algoritm;

    Abstract : In later years, a number of simulation platforms has utilized video games as training grounds for designing and experimenting with different Machine Learning algorithms. One issue for many is that video games usually do not provide any source code. READ MORE

  4. 3. Compliance of a Robot Arm using Torque-Based Cartesian Impedance Control

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Oussama Chouman; [2021]
    Keywords : Technology and Engineering;

    Abstract : Robots have become important for the development of today’s society. They are known to obtain good accuracy and repeatability of tasks that either complement or replace human labour. READ MORE

  5. 4. Application of machine learning to construct advanced NPC behaviors in Unity 3D.

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Carl Håkansson; Johan Fröberg; [2021]
    Keywords : machine learning ML Unity3d agents procedural generation;

    Abstract : Machine learning has been widely used in computer games for a long time. This is something that has been proven to create a better experience and well-balanced challenges for players. READ MORE

  6. 5. An Evaluation of the Unity Machine Learning Agents Toolkit in Dense and Sparse Reward Video Game Environments

    University essay from Uppsala universitet/Institutionen för speldesign

    Author : Jari Hanski; Kaan Baris Biçak; [2021]
    Keywords : Unity; ML-Agents; Reinforcement learning; Sparse rewards environment; Artificial Intelligence;

    Abstract : In computer games, one use case for artificial intelligence is used to create interesting problems for the player. To do this new techniques such as reinforcement learning allows game developers to create artificial intelligence agents with human-like or superhuman abilities. READ MORE