5 papers
Explainable Belief Harmonization under Dynamic Epistemic Partitions
Adam Kostka, JarosÅaw A. Chudziak
Existing approaches to multi-agent belief combination have established mature foundations for combining uncertain beliefs under common assumptions: consensus methods use iterative…
Evaluating Theory of Mind and Internal Beliefs in LLM-Based Multi-Agent Systems
Adam Kostka, JarosÅaw A. Chudziak
LLM-based MAS are gaining popularity due to their potential for collaborative problem-solving enhanced by advances in natural language comprehension, reasoning, and planning. Resea…
Towards Cognitive Synergy in LLM-Based Multi-Agent Systems: Integrating Theory of Mind and Critical Evaluation
Adam Kostka, JarosÅaw A. Chudziak
Recently, the field of Multi-Agent Systems (MAS) has gained popularity as researchers are trying to develop artificial intelligence capable of efficient collective reasoning. Agent…
AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education
JarosÅaw A. Chudziak, Adam Kostka
The growing ubiquity of artificial intelligence (AI), in particular large language models (LLMs), has profoundly altered the way in which learners gain knowledge and interact with…
Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System
Adam Kostka, JarosÅaw A. Chudziak
This paper explores the integration of advanced Multi-Agent Systems (MAS) techniques to develop a team of agents with enhanced logical reasoning, long-term knowledge retention, and…