Essays about: "multi-agent player"

Showing result 1 - 5 of 7 essays containing the words multi-agent player.

  1. 1. Investigating the Epistemic Unfolding of Multi-Player Games of Imperfect Information

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

    Author : Martin Nilsson; Erik Ekström; [2019]
    Keywords : ;

    Abstract : Solving multi-agent planning problems entails finding strategies that ensure that the agents achieve their cooperative objective. In practice, since the agents do not necessarily have perfect knowledge, these planning problems may involve imperfect information. READ MORE

  2. 2. Strategy Synthesis for Multi-Agent Systems with Imperfect Information and Imperfect Recall

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

    Author : August Heddini; Konrad Wihl; [2019]
    Keywords : ;

    Abstract : This report aims to study and compare currently available tools for uniform strategy synthesis in multi-player versus environment games of imperfect information and imperfect recall. These games are represented as a graph of game states, and goal sequences of states are typically represented using temporal logic formulae. READ MORE

  3. 3. Training Multi-Agent Collaboration using Deep Reinforcement Learning in Game Environment

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

    Author : Jie Deng; [2018]
    Keywords : Deep Reinforcement Learning; deep neural networks; multi-agent collaboration; games;

    Abstract : Deep Reinforcement Learning (DRL) is a new research area, which integrates deep neural networks into reinforcement learning algorithms. It is revolutionizing the field of AI with high performance in the traditional challenges, such as natural language processing, computer vision etc. READ MORE

  4. 4. A Multi-agent player for Settlers of Catan

    University essay from Blekinge Tekniska Högskola/Avdelningen för programvarusystem

    Author : Rashdan Raees Natiq. Haseeb Saleem; [2008]
    Keywords : Multi-agent Player; Bots; Settlers of Catan; Trader Agent;

    Abstract : There are many games that have been a challenge to Research in Artificial Intelligence. One such game is Settlers of Catan (SoC). The purpose of this thesis is to develop a Multi-agent player for SoC. Although it is difficult to focus on all the dimensions of the game during implementation, therefore a good enough solution is proposed. READ MORE

  5. 5. A Multi-Agent System for playing the board game Risk

    University essay from Blekinge Tekniska Högskola/Avdelningen för programvarusystem

    Author : Fredrik Olsson; [2005]
    Keywords : Multi-Agent System; Board Games; Distributed Problem Solving; Risk;

    Abstract : Risk is a game in which traditional Artificial-Intelligence methods such as for example iterative deepening and Alpha-Beta pruning can not successfully be applied due to the size of the search space. Distributed problem solving in the form of a multi-agent system might be the solution. READ MORE