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Collective Active Inference "Ising model"

A simple simulation project of the Ising model implemented using a collection of active inference agents. Each agent represents a "spin", where the observation of each agent is determined by its own state and the action of its neighbors at t-1 and a prior preference for the alignment with its neighbors.

1D lattice

Simulated 1D lattice with a low expected free energy precision γ: Ising 1D Simulation Hamiltonian Energy Total EFE Agent Pair Correlation

Simulated 1D lattice with a high expected free energy precision γ:

Ising 1D Simulation Hamiltonian Energy Total EFE Agent Pair Correlation

2D lattice

3D lattice

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