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Table 1 Training parameters and their values

From: Mobile robots exploration through cnn-based reinforcement learning

Parameter Value
Batch size 32
Replay memory size 5000
Discount factor 0.85
Learning rate 0.000001
Gradient momentum 0.9
Max iteration 15,000
Step size 10,000
Gamma 0.1