Learning Dynamic Belief Graphs for Theory-of-mind Reasoning

arXiv:2603.20170 · cs.AI · Submitted 2026-03-20 · Read on arXiv

cs.AI

Submitted: 2026-03-20

Updated: 2026-09-28

Terminology

• Human-in-the-Loop — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Theory of Mind — 1× in this paper
• Theory of Mind (ToM) — 1× in this paper · explained in 2 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems