38 citations · 94 across the 24 of their papers we have counts for
4 papers · 1 filter
Towards a Common Framework for Autoformalization
Agnieszka Mensfelt, David Tena Cucala, Santiago Franco +3
Autoformalization has emerged as a term referring to the automation of formalization - specifically, the formalization of mathematics using interactive theorem provers (proof assis…
A Survey on Hypergame Theory: Modelling Misaligned Perceptions and Nested Beliefs for Multi-Agent Systems
Vince Trencsenyi, Agnieszka Mensfelt, Kostas Stathis
Classical game-theoretic models typically assume rational agents, complete information, and common knowledge of payoffs - assumptions that are often violated in real-world MAS char…
The Influence of Human-inspired Agentic Sophistication in LLM-driven Strategic Reasoners
Vince Trencsenyi, Agnieszka Mensfelt, Kostas Stathis
The rapid rise of large language models (LLMs) has shifted artificial intelligence (AI) research toward agentic systems, motivating the use of weaker and more flexible notions of a…
Approximating Human Strategic Reasoning with LLM-Enhanced Recursive Reasoners Leveraging Multi-agent Hypergames
Vince Trencsenyi, Agnieszka Mensfelt, Kostas Stathis
LLM-driven multi-agent-based simulations have been gaining traction with applications in game-theoretic and social simulations. While most implementations seek to exploit or evalua…