Merge pull request #19 from CAFECA-IO/feature/DQN

feat: basic DQN

.gitignore

@@ -34,3 +34,4 @@ lerna-debug.log*
 !.vscode/launch.json
 !.vscode/extensions.json
 request.http
+package-lock.json

dqn/model.json

@@ -0,0 +1 @@
+{"modelTopology":{"class_name":"Sequential","config":{"name":"sequential_1","layers":[{"class_name":"Dense","config":{"units":32,"activation":"relu","use_bias":true,"kernel_initializer":{"class_name":"VarianceScaling","config":{"scale":1,"mode":"fan_avg","distribution":"normal","seed":null}},"bias_initializer":{"class_name":"Zeros","config":{}},"kernel_regularizer":null,"bias_regularizer":null,"activity_regularizer":null,"kernel_constraint":null,"bias_constraint":null,"name":"dense_Dense1","trainable":true,"batch_input_shape":[null,4],"dtype":"float32"}},{"class_name":"Dense","config":{"units":64,"activation":"relu","use_bias":true,"kernel_initializer":{"class_name":"VarianceScaling","config":{"scale":1,"mode":"fan_avg","distribution":"normal","seed":null}},"bias_initializer":{"class_name":"Zeros","config":{}},"kernel_regularizer":null,"bias_regularizer":null,"activity_regularizer":null,"kernel_constraint":null,"bias_constraint":null,"name":"dense_Dense2","trainable":true}},{"class_name":"Dense","config":{"units":128,"activation":"relu","use_bias":true,"kernel_initializer":{"class_name":"VarianceScaling","config":{"scale":1,"mode":"fan_avg","distribution":"normal","seed":null}},"bias_initializer":{"class_name":"Zeros","config":{}},"kernel_regularizer":null,"bias_regularizer":null,"activity_regularizer":null,"kernel_constraint":null,"bias_constraint":null,"name":"dense_Dense3","trainable":true}},{"class_name":"Dropout","config":{"rate":0.25,"noise_shape":null,"seed":null,"name":"dropout_Dropout1","trainable":true}},{"class_name":"Dense","config":{"units":300,"activation":"sigmoid","use_bias":true,"kernel_initializer":{"class_name":"VarianceScaling","config":{"scale":1,"mode":"fan_avg","distribution":"normal","seed":null}},"bias_initializer":{"class_name":"Zeros","config":{}},"kernel_regularizer":null,"bias_regularizer":null,"activity_regularizer":null,"kernel_constraint":null,"bias_constraint":null,"name":"dense_Dense4","trainable":true}}]},"keras_version":"tfjs-layers 4.17.0","backend":"tensor_flow.js"},"weightsManifest":[{"paths":["weights.bin"],"weights":[{"name":"dense_Dense1/kernel","shape":[4,32],"dtype":"float32"},{"name":"dense_Dense1/bias","shape":[32],"dtype":"float32"},{"name":"dense_Dense2/kernel","shape":[32,64],"dtype":"float32"},{"name":"dense_Dense2/bias","shape":[64],"dtype":"float32"},{"name":"dense_Dense3/kernel","shape":[64,128],"dtype":"float32"},{"name":"dense_Dense3/bias","shape":[128],"dtype":"float32"},{"name":"dense_Dense4/kernel","shape":[128,300],"dtype":"float32"},{"name":"dense_Dense4/bias","shape":[300],"dtype":"float32"}]}],"format":"layers-model","generatedBy":"TensorFlow.js tfjs-layers v4.17.0","convertedBy":null}