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config.json

@@ -61,9 +61,9 @@
   "flush_summaries_interval": 30,
   "stats_avg": 100,
   "summaries_use_frameskip": true,
-  "heartbeat_interval": 20,
+  "heartbeat_interval": 10,
   "heartbeat_reporting_interval": 600,
-  "train_for_env_steps": 4000000,
+  "train_for_env_steps": 4500000000,
   "train_for_seconds": 10000000000,
   "save_every_sec": 120,
   "keep_checkpoints": 2,
@@ -83,10 +83,10 @@
   ],
   "use_rnn": true,
   "rnn_size": 512,
-  "rnn_type": "gru",
+  "rnn_type": "lstm",
   "rnn_num_layers": 1,
   "decoder_mlp_layers": [],
-  "nonlinearity": "elu",
+  "nonlinearity": "relu",
   "policy_initialization": "orthogonal",
   "policy_init_gain": 1.0,
   "actor_critic_share_weights": true,
@@ -133,7 +133,7 @@
     "env": "doom_health_gathering_supreme",
     "num_workers": 8,
     "num_envs_per_worker": 4,
-    "train_for_env_steps": 4000000
+    "train_for_env_steps": 5000000000
   },
   "git_hash": "unknown",
   "git_repo_name": "not a git repository",