Essays about: "Multi-agent networks"

Showing result 11 - 15 of 27 essays containing the words Multi-agent networks.

  1. 11. Tacit collusion with deep multi-agent reinforcement learning

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Filip Mellgren; [2020]
    Keywords : deep multi-agent reinforcement learning; tacit collusion; pricing algorithms;

    Abstract : Automatic pricing now attracts the attention of competition authorities following recent machine learning developments. In particular, previous research shows that the Q-learning algorithm can reach collusive outcomes despite receiving only minimal human intervention. READ MORE

  3. 12. Distribution of Control Effort in Multi-Agent Systems : Autonomous systems of the world, unite!

    University essay from

    Author : Magnus Axelson-Fisk; [2020]
    Keywords : Multi-Agent Systems; interconnected systems; scalability; fairness; distributed control;

    Abstract : As more industrial processes, transportation and appliances have been automated or equipped with some level of artificial intelligence, the number and scale of interconnected systems has grown in the recent past. This is a development which can be expected to continue and therefore the research in performance of interconnected systems and networks is growing. READ MORE

  4. 13. Distributed Optimisation in Multi-Agent Systems Through Deep Reinforcement Learning

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

    Author : Andreas Eriksson; Jonas Hansson; [2019]
    Keywords : Reinforcement learning; distributed; optimisation; Q-learning; deep Q-learning; warehouse robots; artificial neural networks.;

    Abstract : The increased availability of computing power have made reinforcement learning a popular field of science in the most recent years. Recently, reinforcement learning has been used in applications like decreasing energy consumption in data centers, diagnosing patients in medical care and in text-tospeech software. READ MORE

  5. 14. Autonomous control of unmanned aerial multi-agent networks in confined spaces

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Sebastian Green; Pontus Månsson; [2019]
    Keywords : Technology and Engineering;

    Abstract : In this thesis, the functionality of existing Crazyflie models is extended to include current implementations of attitude and velocity control. The models are validated both as individual agents and as a swarm through comparisons of swarm behaviour during step, ramp and frequency response testing. READ MORE

  6. 15. Topology optimization for distributed consensus in multi-agent networks

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

    Author : Johan Niklasson; Oskar Hahr; [2019]
    Keywords : Multi-agent networks; Distributed systems; Wireless Sensor Network; Consensus averaging; Unmanned Aerial Vehicle; Graph-Theory.; Multiagent-nätverk; Distribuerade system; Trådlösa sensornätverk; Konsensusvärde; Drönare; Grafteori.;

    Abstract : Distributed networks, meaning a network in which several agents work together unanimously to perform some task in order to reach goals has become a field with a wide range of applications. One such applications may exist in the form of drones with a purpose of observing and detecting forest fires. READ MORE