10 citations · 10 across the 4 of their papers we have counts for
5 papers
More Claims, Less Evidence: Bounded Verification of AI-Generated Digital Knowledge Artifacts
Feliks Bańka, Jarosław A. Chudziak
Digital libraries, repositories, and AI-mediated knowledge services increasingly rely on generative systems to produce summaries, descriptions, and other multi-claim knowledge obje…
MultiHedge: Adaptive Coordination via Retrieval-Augmented Control
Feliks Bańka, Jarosław A. Chudziak
Decision-making under changing conditions remains a fundamental challenge in many real-world systems. Existing approaches often fail to generalize across shifting regimes and exhib…
Toward Explanatory Equilibrium: Verifiable Reasoning as a Coordination Mechanism under Asymmetric Information
Feliks Bańka, Jarosław A. Chudziak
LLM-based agents increasingly coordinate decisions in multi-agent systems, often attaching natural-language reasoning to actions. However, reasoning is neither free nor automatical…
DeltaHedge: A Multi-Agent Framework for Portfolio Options Optimization
Feliks Bańka, Jarosław A. Chudziak
In volatile financial markets, balancing risk and return remains a significant challenge. Traditional approaches often focus solely on equity allocation, overlooking the strategic…
Applying Informer for Option Pricing: A Transformer-Based Approach
Feliks Bańka, Jarosław A. Chudziak
Accurate option pricing is essential for effective trading and risk management in financial markets, yet it remains challenging due to market volatility and the limitations of trad…