Hearthstone Mulligan - Revision history

Xpalj24: /* Model */

2015-01-26T01:22:00Z

‎Model

2015-01-26T01:21:23Z

‎Model

2015-01-26T01:18:17Z

‎Model

2015-01-26T01:13:38Z

‎Code

2015-01-26T01:12:09Z

‎Conclusion

2015-01-26T01:01:45Z

‎Results

2015-01-26T01:00:38Z

‎Results

2015-01-26T00:51:05Z

‎Model

2015-01-26T00:43:43Z

‎Simulation

2015-01-26T00:31:12Z

‎Method

@@ Line 42: / Line 42: @@
 =Model=
 Model is available at [http://startfirmy.sk/hearthstone/ link]. Deck can be selected in form together with other parameters. After submitting the form, scores are calculated. Formula for calculation of score can be found in source code, as functions vypocitaj_score_klasik() and vypocitaj_score_rush() - for classic game and for rush game respectively. Results are displayed and possibility to download .csv file is presented. This file contains draws for all games, as well as scores, and can be used in further analysis.
-[[File:hs1.png|400px]]
 =Results=

@@ Line 42: / Line 42: @@
 =Model=
 Model is available at [http://startfirmy.sk/hearthstone/ link]. Deck can be selected in form together with other parameters. After submitting the form, scores are calculated. Formula for calculation of score can be found in source code, as functions vypocitaj_score_klasik() and vypocitaj_score_rush() - for classic game and for rush game respectively. Results are displayed and possibility to download .csv file is presented. This file contains draws for all games, as well as scores, and can be used in further analysis.
-[[File:hs1.png]]
+[[File:hs1.png|400px]]
 =Results=

@@ Line 42: / Line 42: @@
 =Model=
 Model is available at [http://startfirmy.sk/hearthstone/ link]. Deck can be selected in form together with other parameters. After submitting the form, scores are calculated. Formula for calculation of score can be found in source code, as functions vypocitaj_score_klasik() and vypocitaj_score_rush() - for classic game and for rush game respectively. Results are displayed and possibility to download .csv file is presented. This file contains draws for all games, as well as scores, and can be used in further analysis.
 =Results=

← Older revision		Revision as of 01:13, 26 January 2015
Line 70:		Line 70:

	=Code=		=Code=
		+	[[File:xpalj24_simulation_mulligan.rar]]

	=Links=		=Links=

← Older revision		Revision as of 01:12, 26 January 2015
Line 67:		Line 67:

	=Conclusion=		=Conclusion=
		+	Hearthstone is very complex game. Players need to take into account many factors - current meta game, strengths and weaknesses of players' class as well as opponents class, their strategies and anticipate opponents strategies and intentions. This would be practically impossible to simulate. However luck, randomness and statistics play a big role in this game and that's why simulation and simulators are relevant. Although this simulation does not cover all possible situations, it provides useful insight into topic and environment that can be used while creating more complex simulations and analysis.

	=Code=		=Code=

@@ Line 56: / Line 56: @@
 | 2.88521
 |-
-| Drop 2 cards
+| '''Drop 2 cards'''
-| 3.11954
+| '''3.11954'''
 |-
 | Drop 3 cards

← Older revision		Revision as of 01:00, 26 January 2015
Line 44:		Line 44:

	=Results=		=Results=
		+	Results vary significantly according to selected deck and parameters. For rush decks lower number of dropped cards is needed. For decks focused on longer games, higher card dropping is preferred. For starting player one card dropping is usually recommended, for other player two cards have best results. Interesting result seems to be dropping all cards - usually yields large scores. For one of authors decks results are as follows (player goes second):
		+	{\| class="wikitable"
		+	\|-
		+	! Strategy
		+	! Score
		+	\|-
		+	\| Keep all cards
		+	\| 2.86529
		+	\|-
		+	\| Drop 1 card
		+	\| 2.88521
		+	\|-
		+	\| Drop 2 cards
		+	\| 3.11954
		+	\|-
		+	\| Drop 3 cards
		+	\| 2.93745
		+	\|-
		+	\| Drop 4 cards
		+	\| 3.00585
		+	\|}

	=Conclusion=		=Conclusion=

← Older revision		Revision as of 00:51, 26 January 2015
Line 41:		Line 41:

	=Model=		=Model=
		+	Model is available at [http://startfirmy.sk/hearthstone/ link]. Deck can be selected in form together with other parameters. After submitting the form, scores are calculated. Formula for calculation of score can be found in source code, as functions vypocitaj_score_klasik() and vypocitaj_score_rush() - for classic game and for rush game respectively. Results are displayed and possibility to download .csv file is presented. This file contains draws for all games, as well as scores, and can be used in further analysis.

	=Results=		=Results=

← Older revision		Revision as of 00:43, 26 January 2015
Line 38:		Line 38:

	==Simulation==		==Simulation==
		+	After parameters are set, simulation can begin. Selected deck is transformed into associative array and randomly shuffled. First cards are then "drawn". Simulation then uses four (five when player goes second) strategies - keep all cards, drop 1 card or drop multiple cards. Dropped cards are afterwards replaced by other cards selected from deck. After this turn starts - player draws another card. If player has a card that can be played on a certain turn, he/she plays it. Players prefer cards with larger value. Maximum score (points) for turn is 1 - meaning player has a card to play on turn for full mana. If cards with lesser value have to be played, score is lower. 4 turns are played, and total score is calculated for each possibility. With rush strategy, player doesn't get penalized for not playing card with relevant value, but for not being to play as many cards on each turn as possible. In the end, average is calculated for each possibility and most succesful strategy can be decided.

	=Model=		=Model=

@@ Line 26: / Line 26: @@
 =Method=
-Simulation is created as web application. Relevant data for Hearthstone cards can be obtained on internet in [http://hearthstonejson.com/ JSON] format. This data is used to create form, so player can select his/her deck.
+Simulation is created as web application. Relevant data for Hearthstone cards can be obtained on internet in [http://hearthstonejson.com/ JSON] format. This data was processed with PHP and Javascript and form where input data will be defined was created.
 ==Parameters==
@@ Line 35: / Line 35: @@
 '''Player starts''': first player gets fewer cards<br>
 '''Number of games''': number of simulations that simulation should run. The more, the better.<br>
 ==Simulation==