Belief Engine is a configurable belief-update mechanism for multi-agent LLM systems that uses structured argument extraction and log-odds stance updates to make evidence-grounded deliberation inspectable and controllable.
arXiv preprint arXiv:2306.01032 , year =
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Two-parameter bifurcation analysis of risk-sensitive MWU dynamics in congestion games under extreme events identifies families of attractors including Arnold tongues, codimension-two resonances, and chaotic attractors destroyed by crises and Feigenbaum cascades.
citing papers explorer
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Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation
Belief Engine is a configurable belief-update mechanism for multi-agent LLM systems that uses structured argument extraction and log-odds stance updates to make evidence-grounded deliberation inspectable and controllable.
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Risk-Sensitive Learning in Population Games under Extreme Events: Bifurcations and Chaotic Dynamics
Two-parameter bifurcation analysis of risk-sensitive MWU dynamics in congestion games under extreme events identifies families of attractors including Arnold tongues, codimension-two resonances, and chaotic attractors destroyed by crises and Feigenbaum cascades.