From e6034bd188076d69e09fcc111138679feb84e826 Mon Sep 17 00:00:00 2001
From: Jens Ahrensfeld <jens@jayfield.org>
Date: Fri, 4 Apr 2025 15:34:01 +0200
Subject: [PATCH] refactored

---
 k-bandits.py | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/k-bandits.py b/k-bandits.py
index f3f838d..433d0e3 100644
--- a/k-bandits.py
+++ b/k-bandits.py
@@ -20,16 +20,13 @@ def simple_max(Q, N, t, _tie_break):
 	am = np.argmax(Q + _tie_break[t])
 	return am
 
-
 def ucb(Q, N, t, _tie_break):
 	c = 2
 	if N.min() == 0:
-#		return np.argmax(N + _tie_break[t])
 		return np.random.choice(np.flatnonzero(N == N.min()))
 
 	M = Q + c * np.sqrt(np.divide(np.log(t), N))
 	return np.argmax(M + _tie_break[t])  # breaking ties randomly
-#	return np.argmax(M)  # breaking ties randomly
 
 class Param:
 	def __init__(self, epsilon:float=0, rho:float=0, alpha:float =0, q_ic:float=0, argmax_func=simple_max):