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Document type

Bachelor thesis

Publication date

2022-01-24

Publication license

cc-by-nc-nd (c) Arnau Finol Peñalver, 2022
Please use this identifier to cite or link to this item: https://hdl.handle.net/2445/186485

Aprenentatge per reforç aplicat a un cas de recursos compartits

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Abstract

[en] This thesis explores the theoretical concepts needed to generate an ethical embedding, as well as the development of prior theoretical knowledge for understanding. Ethical embedding involves generating a Markow decision process where optimal policies are ethical based on a multi-objective Markow decision process where at least one of them follows an ethical criterion. Finally, it includes the implementation of the knowledge through the adaptation of the Common Game problem proposed by the company DeepMind and its subsequent resolution through the algorithms previously seveloped in a theoretical way.

Description

Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2022, Director: Maite López Sánchez

Subject

Aprenentatge per reforç (Intel·ligència artificial), Treballs de fi de grau, Processos de Markov, Ciència i ètica, Algorismes computacionals

Subject (English)

Reinforcement learning, Bachelor's theses, Markov processes, Science and ethics, Computer algorithms

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Treballs Finals de Grau (TFG) - Matemàtiques
Programari - Treballs de l'alumnat

Citation

FINOL PEÑALVER, Arnau. Aprenentatge per reforç aplicat a un cas de recursos compartits. [consulted: 12 of August of 2026]. Available at: https://hdl.handle.net/2445/186485

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