Chudziak, Jarosław A.

1. ElliottAgents: A Natural Language-Driven Multi-Agent System for Stock Market Analysis and Prediction
   2025/07/04 by Chudziak, Jarosław A., Wawer, Michał · 9 citations
   #91G68 #Computational Engineering #FOS: Computer and information sciences #Finance #I.2.6 #J.4 #and Science (cs.CE)
2. Explainable Rule Application via Structured Prompting: A Neural-Symbolic Approach
   2025/06/19 by Sadowski, Albert, Chudziak, Jarosław A. · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System
   2025/07/02 by Kostka, Adam, Chudziak, Jarosław A. · 4 citations
   #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
4. On Evaluating Loss Functions for Stock Ranking: An Empirical Analysis With Transformer Model
   2025/10/15 by Kwiatkowski, Jan, Chudziak, Jarosław A. · 2 citations
   #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM)
5. On Verifiable Legal Reasoning: A Multi-Agent Framework with Formalized Knowledge Representations
   2025/08/31 by Sadowski, Albert, Chudziak, Jarosław A. · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Applying Informer for Option Pricing: A Transformer-Based Approach
   2025/06/05 by Bańka, Feliks, Chudziak, Jarosław A. · 4 citations
   #68T07 #91G60 #Artificial Intelligence (cs.AI) #Computational Engineering #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Finance #I.2.6 #J.4 #Machine Learning (cs.LG) #and Science (cs.CE)
7. AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education
   2025/07/14 by Jarosław A. Chudziak, Adam Kostka, Chudziak, Jarosław A. +1 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Engineering Education and Technology #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multiagent Systems (cs.MA) #Online Learning and Analytics
8. Partial multivariate transformer as a tool for cryptocurrencies time series prediction
   2025/11/22 by Andrzej Tokajuk, Jarosław A. Chudziak, Tokajuk, Andrzej +1 · 2 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Financial Markets and Investment Strategies #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR) #and Science (cs.CE)