From c444e1eeef9083a5b822704ff875652086771f00 Mon Sep 17 00:00:00 2001
From: "maxime.petit" <maxime.petit@sms.liscluster>
Date: Tue, 29 Jun 2021 16:43:52 +0200
Subject: [PATCH] Test reward func
---
Rl.py | 8 ++++----
1 file changed, 4 insertions(+), 4 deletions(-)
diff --git a/Rl.py b/Rl.py
index f870bcc..98beada 100644
--- a/Rl.py
+++ b/Rl.py
@@ -100,7 +100,7 @@ def rewardA(appliable, config, action, missingLinks):
def rewardB(appliable, config, action, missingLinks):
if appliable:
if "BACK" not in action.name :
- reward = 1.0 - action.getOracleScore(config, missingLinks)
+ reward = -1.0*action.getOracleScore(config, missingLinks)
else :
back = action.size
error_in_pop = [i for i in range(1,back) if config.historyPop[-i][3] < 0]
@@ -108,7 +108,7 @@ def rewardB(appliable, config, action, missingLinks):
reward = last_error - back
else:
reward = -3.0
- return reward
+ return 2*reward
################################################################################
################################################################################
@@ -123,7 +123,7 @@ def rewardC(appliable, config, action, missingLinks):
reward = -sum(canceledRewards)
else:
reward = -3.0
- return reward
+ return 3*reward
################################################################################
################################################################################
@@ -172,7 +172,7 @@ def rewardF(appliable, config, action, missingLinks):
def rewardG(appliable, config, action, missingLinks):
if appliable:
if "BACK" not in action.name :
- reward = -action.getOracleScore(config, missingLinks)
+ reward = -3 * action.getOracleScore(config, missingLinks)
else :
back = action.size
canceledRewards = [h[3] for h in config.historyPop[-back:]]
--
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