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cs.AI2026
Neural Networks with Differentiable Belief-Function Layers
Antonin Sulc
Yager's 1987 rule of combination was proposed on epistemic grounds: under high conflict, mass should be redistributed to ignorance rather than renormalised onto the clas…
cs.AI2026
Differentiable Modal Logic for Multi-Agent Diagnosis, Orchestration and Communication
Antonin Sulc
As multi-agent AI systems evolve from simple chatbots to autonomous swarms, debugging semantic failures requires reasoning about knowledge, belief, causality, and obligation, preci…
cs.AI2025
Agentic System with Modal Logic for Autonomous Diagnostics
Antonin Sulc, Thorsten Hellert
The development of intelligent agents, particularly those powered by language models (LMs), has shown a critical role in various environments that require intelligent and autonomou…