From 95dbb5be84520247c9c1d1dd64ddd76c13fe1789 Mon Sep 17 00:00:00 2001
From: "Egli Adrian (IT-SCI-API-PFI)" <adrian.egli@sbb.ch>
Date: Fri, 6 Nov 2020 16:09:27 +0100
Subject: [PATCH] DQN & PPO

---
 checkpoints/201106090621-4500.pth.local  | Bin 0 -> 173071 bytes
 checkpoints/201106090621-4500.pth.target | Bin 0 -> 173071 bytes
 reinforcement_learning/ppo/ppo_agent.py  |   8 ++++----
 run.py                                   |   6 +++---
 4 files changed, 7 insertions(+), 7 deletions(-)
 create mode 100644 checkpoints/201106090621-4500.pth.local
 create mode 100644 checkpoints/201106090621-4500.pth.target

diff --git a/checkpoints/201106090621-4500.pth.local b/checkpoints/201106090621-4500.pth.local
new file mode 100644
index 0000000000000000000000000000000000000000..5b608c3ba00b82a04d5150dc653ea3fd94a6de68
GIT binary patch
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diff --git a/reinforcement_learning/ppo/ppo_agent.py b/reinforcement_learning/ppo/ppo_agent.py
index 350119a..be23960 100644
--- a/reinforcement_learning/ppo/ppo_agent.py
+++ b/reinforcement_learning/ppo/ppo_agent.py
@@ -39,10 +39,10 @@ class PPOAgent(Policy):
     # Decide on an action to take in the environment
 
     def act(self, state, eps=None):
-        if eps is not None:
-            # Epsilon-greedy action selection
-            if np.random.random() < eps:
-                return np.random.choice(np.arange(self.action_size))
+        # if eps is not None:
+        #     # Epsilon-greedy action selection
+        #     if np.random.random() < eps:
+        #         return np.random.choice(np.arange(self.action_size))
 
         self.policy.eval()
         with torch.no_grad():
diff --git a/run.py b/run.py
index 626b8e3..e40e932 100644
--- a/run.py
+++ b/run.py
@@ -29,7 +29,7 @@ VERBOSE = True
 # Checkpoint to use (remember to push it!)
 checkpoint = "./checkpoints/201105222046-5400.pth"  # 17.66104361971127 Depth 1
 checkpoint = "./checkpoints/201106073658-4400.pth"  # 15.64082361736683 Depth 1
-# checkpoint = "./checkpoints/201106090621-3300.pth"  # 15.64082361736683 Depth 1
+checkpoint = "./checkpoints/201106090621-4500.pth"  # 15.64082361736683 Depth 1
 
 # Use last action cache
 USE_ACTION_CACHE = False
@@ -53,8 +53,8 @@ state_size = tree_observation.observation_dim
 action_size = 5
 
 # Creates the policy. No GPU on evaluation server.
-# policy = DDDQNPolicy(state_size, action_size, Namespace(**{'use_gpu': False}), evaluation_mode=True)
-policy = PPOAgent(state_size, action_size, 10)
+policy = DDDQNPolicy(state_size, action_size, Namespace(**{'use_gpu': False}), evaluation_mode=True)
+# policy = PPOAgent(state_size, action_size, 10)
 policy.load(checkpoint)
 
 #####################################################################
-- 
GitLab