commiting json files and intermediate settings used to run baseline methods around 02-26, 16ocklock. Next will set off big tuning runs for gail, gailtrpo, and bc (with committed values)

2022-02-27 16:27:01 -08:00
parent 2cacdf691f
commit 5f77398fd0
9 changed files with 191 additions and 19 deletions
--- a/best_configs/gail_expA.json
+++ b/best_configs/gail_expA.json
@@ -0,0 +1,31 @@
+{
+    "experiment": "A",
+    "trainenv": {
+        "stop_on_collision": false
+    },
+    "policy": {
+        "learning_rate": 0.0003,
+        "learning_rate_decay": 1.0,
+        "clip_ratio": 0.2,
+        "iterations_per_epoch": 100,
+        "hidden_layer_size": 40,
+        "n_hidden_layers": 2,
+        "activation": 0
+    },
+    "value": {
+        "learning_rate": 0.0001,
+        "weight_decay": 0.001,
+        "iterations_per_epoch": 1000
+    },
+    "discriminator": {
+        "learning_rate": 0.001,
+        "weight_decay": 0.0001,
+        "iterations_per_epoch": 100,
+        "n_hidden_layers_element": 4,
+        "n_hidden_layers_global": 1,
+        "hidden_layer_size": 10,
+        "activation": 0
+    },
+    "train_epochs": 100,
+    "seed": 0
+}