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13 create outline for research paper draft (#18)

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* updated outline for paper from issue

* extra paper sections and some formalization of series data

* algorithms and acknowledgements
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Daniel Alves Rösel
2025-11-07 14:39:59 +01:00
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\section{Literature Review}
\subsection{Foundational Concepts}
What is the taxonomy and definition of an agent and an actor in this case, a bit more about interaction models in sessions and about dynamic pricing algorithms.
\subsection{Problem Evidence and Market Impact}
Documented instances of agent-driven market disruptions - Quantitative evidence of pricing manipulation - Case studies from affected industries
\subsection{Theoretical Foundations: Economic Prallels}
Economic foundations: relating the problem to options pricing theory. Cost of Information (COI) concept and its relevance
\subsection{Landscape of Existing Work}
Previous efforts in adversarial computer use LLM agents, show how multi-faceted the whole problem is
Here we can show a market visualization (venn-like-diagram)