Essays about: "agent strategies"
Showing result 6 - 10 of 129 essays containing the words agent strategies.
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6. The Slow Spread of Environmentally Friendly Action : An agent-based model simulation of social networks
University essay from Stockholms universitet/Sociologiska institutionenAbstract : The adoptation of environmentally friendly behaviour is rather slow, although the climate crisis is pressing. This thesis aims to understand the slow adoption of environmentally friendly behaviour, specifically focusing on vegetarianism and veganism, by employing social network analysis. READ MORE
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7. S-MARL: An Algorithm for Single-To-Multi-Agent Reinforcement Learning : Case Study: Formula 1 Race Strategies
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : A Multi-Agent System is a group of autonomous, intelligent, interacting agents sharing an environment that they observe through sensors, and upon which they act with actuators. The behaviors of these agents can be either defined upfront by programmers or learned by trial-and-error resorting to Reinforcement Learning. READ MORE
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8. On the strategic abilities gained by using knowledge-based strategies for multi-agent teams playing against nature
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Analogous to how the Knowledge-Based Subset Construct (KBSC) can transform games of imperfect information against nature into games of perfect information, making it easier to find winning strategies for objectives in these games, the multi-agent knowledge-based subset construct (MKBSC) can be used to find winning strategies in multi-agent games of imperfect information. The difference between the two algorithms is that the generalized version can be applied multiple times, which is interpreted as the agent’s considering not just their own knowledge of the game, but also their knowledge of the other agents, and the knowledge of the other agent’s knowledge about their own knowledge, etc. READ MORE
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9. Strategy Synthesis for Multi-Agent Games of Imperfect Information
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This project focuses on strategy synthesis for multi-agent games of imperfect information. The aim ofthis project is to identify strategies for two games of interest. We utilize a program from a previousbachelor thesis to transform the games. READ MORE
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10. Modeling Real Life Situations as Multi-Agent Games with Imperfect Information Against Nature
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Our research explores Multiplayer Games with Imperfect Information, short for ”MAGIIAN”. We specifically focus on two aspects: firstly, identifying real-world problems that can be appropriately modeled as MAGIIANs, and secondly, synthesizing and interpreting strategies for these models using existing tools and algorithms. READ MORE
