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Original Articles

Building a Belief–Desire–Intention Agent for Modeling Neural Networks

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Figures & data

FIGURE 1 BDI model.

FIGURE 1 BDI model.

FIGURE 2 BDI-NN model.

FIGURE 2 BDI-NN model.

FIGURE 3 Lateral-slip characteristics.

FIGURE 3 Lateral-slip characteristics.

FIGURE 4 Adaptive tire model.

FIGURE 4 Adaptive tire model.

TABLE 1 Parameters of Testing Conditions

FIGURE 5 Experimental test setup.

FIGURE 5 Experimental test setup.

FIGURE 6 Test data.

FIGURE 6 Test data.

TABLE 2 Average Error of Neural Network

FIGURE 7 Comparison of BP and agent-based results.

FIGURE 7 Comparison of BP and agent-based results.

FIGURE 8 Forecast comparison analysis.

FIGURE 8 Forecast comparison analysis.

FIGURE 9 Number of training runs for the ANN needed in terms of various learning rates.

FIGURE 9 Number of training runs for the ANN needed in terms of various learning rates.

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