From 00e0909d04c8ad62e67eac63a4793ea12db8361c Mon Sep 17 00:00:00 2001
From: Ronaldo e Silva Vieira <ronaldo.vieira@dcc.ufmg.br>
Date: Wed, 9 Feb 2022 19:48:04 -0300
Subject: [PATCH] Normalize player features

---
 gym_locm/envs/base_env.py | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/gym_locm/envs/base_env.py b/gym_locm/envs/base_env.py
index c0dd7bf..de9d1ca 100644
--- a/gym_locm/envs/base_env.py
+++ b/gym_locm/envs/base_env.py
@@ -366,10 +366,14 @@ def encode_enemy_card_on_board(card: Creature):
 
     @staticmethod
     def encode_players(current, opposing):
-        return current.health, current.mana, current.next_rune, \
-               1 + current.bonus_draw, opposing.health, \
-               opposing.base_mana + opposing.bonus_mana, \
-               opposing.next_rune, 1 + opposing.bonus_draw
+        return current.health / 30, \
+               current.mana / 13, \
+               current.next_rune / 30, \
+               (1 + current.bonus_draw) / 6, \
+               opposing.health / 30, \
+               (opposing.base_mana + opposing.bonus_mana) / 13, \
+               opposing.next_rune / 30, \
+               (1 + opposing.bonus_draw) / 6
 
     def encode_state(self):
         """ Encodes a state object into a numerical matrix. """