AGENTS.md@docs/pymdp/pymdp_pomdp git:20260906.82c8031A

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# Pymdp Pomdp - Agent Scaffolding

## Overview

**Purpose**: Responsible for `Pymdp Pomdp` operations within the GNN pipeline architecture.
**Category**: Generated Pipeline Component
**Status**: Development

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## Core Functionality

### Primary Responsibilities
Test script for numpy serialization utilities

This script tests the JSON serialization fixes for numpy types
that were causing the original PyMDP simulation to fail. PyMDP Gridworld Visualization Module

Comprehensive visualization utilities for PyMDP gridworld simulations.
This module provides plo

### Extracted Code Entities

- **Classes**: GridworldVisualizer
- **Functions**: calculate_episode_statistics, clean_trace_for_serialization, convert_numpy_for_json, create_output_directory_with_timestamp, create_summary_figure, create_visualizer, format_duration, generate_simulation_summary, plot_active_inference_analysis, plot_belief_evolution, plot_free_energy_evolution, plot_gridworld, plot_performance_metrics, plot_trajectory, run_reference_example, safe_json_dump, safe_pickle_dump, save_all_visualizations, save_simulation_results, test_numpy_serialization, test_visualization, validate_trace_data

## Implementation Details

This module follows the Thin Orchestrator Pattern. It is governed by the real-implementation testing policy.