Machine Learning In Slot Games

Machine learning can help spot underage people who are trying to gamble. These young people will usually have a tiny data footprint that can trigger an alert when one of them tries to use a gambling platform. Their behavior can also be monitored, which is a key way to spot underage gamblers.

The global video-game industry has been on the rise ever since the introduction of smartphones and video game consoles like the Xbox and the Playstaion. In 2018, the industry was valued at $139 billion. This is already bigger than the Film, Television and Music industries combined. Combined across all platforms, the Gaming industry now boasts of 2.3 billion gamers worldwide. Video games are also one of the most profitable forms of entertainment. This can be easily visualized from the fact that Rockstar Games’ Grand Theft Auto V raked in $6 billion in total revenues. The reasons for the popularity of such products are that they create an Immersive World, Capture the player’s imagination and Provide with unique playable content.

Behind the success of these video-games, there is a lot of labor-intensive work which is done by the developers of the studios. Every little nuance of each character and object in the character’s environment has to be hand coded. This repetitive work takes up a lot significant part of a game’s development time.

With the recent advances in the Graphic Processor Units (GPU) and the large volumes of playing data, a new suggestion has come up – To incorporate Machine Learning and other Artificial Intelligence technologies into the development process. This can enable the game engine to respond to the player’s actions dynamically and to cut out the time taken by the hand-encoding of little things in the environment.
With the incorporation of Machine Learning in the game development process, the following changes can and have been observed in the gaming experience –

Reactive Non-Playable Characters:
Generally, the Non-Playable Characters have to be hard-encoded in the sense that they are scripted characters which respond to fixed situation with a fixed set actions. With the incorporation of Machine Learning, these characters can adapt according to the environment and the player’s game-style. For example, in the game Metal Gear Solid 5: The Phantom Pain produced by Kojima Productions, if a player continuously uses the technique of headshots in the game, the characters adapt to it by starting to “wear” helmets to prevent to getting hit on the head.

Modeling Complex Systems:
To make a more immersive and practical world, developers are using the inherent strength of Machine Learning algorithms’ to make predictive models to predict the downstream of a player’s action. For example, in EA Sports’ FIFA 19, the result and the venue of the game can affect a team’s morale and thus affecting it’s playing abilities.


More Beautiful Games:
The general problem with video-game graphics is that while they look good from a distance, they render poorly when viewed from proximity. Microsoft is working with Nvidia so that images can render dynamically and finer details can be seen when seen from close.

Realistic Interactions:
Typical open-world games require the player to interact with it’s environments and “fellow-men” to complete the objectives. With the rise of Natural Language Processing, the player can interact with other characters in a more realistic manner. For example, in Rockstar Games’ Red Dead Redemption 2, one has to maintain the ‘honour’ level of our character and the other in-game characters interact with the player according to this rating.

Dynamic Universe Creation:
Most of the popular games in the industry are the ‘open-world’ games which allow the player to interact with the environment. But this universe-creation takes a lot of time to be perfect and consists of repetitive and small tasks. With the help of Machine Learning, the time taken by the process has reduced manifold and the developers can utilise the time saved in more creative processes.

Engaging Mobile Games:
Mobile Games contribute about 50% of the revenue generated by video-games. The scope of these games are limited because of the hardware of the smartphones. But this situation has started to change as now AI chips are getting installed into the latest smartphones. The best example is that of OnePlus 7 Pro. It’s hardware specifications are so keeping in mind the mobile gaming industry.

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If you’re a total beginner and have never played slots before, or have played once or twice but are still confused by how it all works, this guide on how to play slot machines for beginners has been written just for you.

At Gambperspro.com, we’re slot machine pros, and we know every element of the games to an expert level. We’re going to explain exactly how slot machines work, what all the different slot symbols mean, the jackpot rules which determine payouts, and how to play slot machines from A to Z.

Even if you’ve never played slots before, you’ll understand the A-Z by the time you’ve finished reading.

How to Play Slot Machines for Beginners

The first thing you need to understand about slot machines is the different elements of the game. These are:

Reels – Slot reels run horizontally across the game screen and are the ‘slots’ in which symbols spin. Games can be 3-reel, 5-reel, or even 6-reel. If you look at the screenshot above, this game has five reels.

Rows – Each slot has a number of rows which run vertically. Most slots have three rows, but some have more. In the game screenshot above, you’ll see three reels.

Paylines – Paylines are the patterns which can make winning combinations. For example, if a slot has 25 paylines and you play the game with all of them activated, you’ll have 25 different ways to win. In the screenshot above, you’ll see that this game has 25 paylines.

Symbols – The symbols are the icons which spin on the reels. Each symbol has a different value and how much you win for making combinations will be determined by the value of the symbols.

Once you understand the basics of slot machines, it’s time to take a look at how to play casino slot machines step-by-step.

How to Play Slots for Beginners – A Step by Step Guide

For the sake of keeping things simple, we’re going to pretend you’re playing the game you see in the screenshot above. It’s called Mega Fortune and is a great game for beginners since its simple and has several huge progressive jackpots.

Below is a step-by-step procedure showing how you how to play slot machines, specifically Mega Fortune in this example. It works basically the same way for all slot machines, although there may be some variations depending on the software developer.

So, to place a bet on Mega Fortune slot, you would:

Step 1

Make a deposit. Unless you’re playing free slots or have a no deposit free spins bonus, you’ll need to deposit funds before you can play. You can usually do this in the ‘account’ or ‘banking’ section of your casino.

Step 2

Determine the number of paylines you want to play. In this game, the number is fixed at 25, but you can view each payline by clicking the numbers at either side of the game screen. In some other games, you can determine how many lines you want to play per spin.

Step 3

Decide your coin value. In Mega Fortune, you can set your coin value between £0.01 and £0.50. Remember, you’re betting one coin per payline, so if you were to set your coin value at £0.01, you would be betting £0.25 per spin.

Step 4

Set your bet level. This isn’t a feature of all video slots, but it is for this one. You can increase your level from between one and four. The higher you go, the bigger your bet size. For example, if you bet with a coin value of £0.01 at level one your bet size would be £0.25. If you bet with the same coin value at level four, your bet size would be 4x greater or £1.

Machine Learning In Slot GamesMachine

Step 5

Hit the spin button. This is where the fun begins. You’ll see the symbols spinning on the reels, and if you land a winning combination, you’ll receive a payout. The payout size depends on how many symbols you’ve landed, your bet size, and the value of the symbols.

Playing slot machines is as simple as that. It’s not rocket science, and you’ll master it in a few spins. If it all seems foreign to you, we suggest getting familiar with the process by playing some of our free slots until you feel comfortable.

Slot Machine Lines Explained

Paylines often confuse beginner slots players the most, and no How to Play Slot Machines for Beginners guide would be complete without explaining them further.

Basically, paylines are patterns, and if you match symbols across them, you win payouts. On most slots, payline one will be straight across the middle row, as in the screenshot below.

However, paylines aren’t always so simple. They can go in all sorts of directions. Just take a look at payline 10 on Mega Fortune in the screenshot below.

Paylines can go in many directions, but don’t worry about them too much. All video slots will calculate your wins for you automatically. You don’t have to look out for these patterns at all. If you land symbols on an active payline, the game will let you know. It will also calculate and display exactly how much you have won.

Understanding Slot Machine Symbols

The basic mechanics and structure of a slot machine is one thing, the paylines are another, and the different symbols are yet another thing you’ll need to understand.

Most slots have the following symbols, although again, it can vary from game to game.

Common Symbols – These are the common slot machine symbols which make up winning combinations. They don’t hold any special function, and landing combinations of them pays out wins in accordance with the paytable.

High-Value Symbols – These are common symbols, but they pay the most. If you look at the screenshot above, the white limo is the highest value common symbol. Keep in mind that this might not be the highest value symbol once special symbols are considered, as is the case in Mega Fortune.

Machine Learning In Slot Machines

Scatter Symbols – Scatter symbols can trigger bonus rounds and also often pay when you land three or more of them on the reels.

Wild Symbols – Wild symbols can substitute for other symbols. For example, if you had four matching symbols on reels one, two, four, and five, and a wild landed in the middle, you’d have a five symbol combination. Wild symbols can sometimes stick, move, or expand on the reels.

Bonus Symbols – These are special symbols which trigger bonus rounds when the land is certain patterns or combinations. For example, in this game the bonus symbol is a wheel, which leads to a special bonus round.

Understanding Slot Machine Bonus Rounds

Modern video slots are a far cry from the simple fruit machines you might find in pubs and bars across the world. Even in world-class casinos in Las Vegas and elsewhere, few slots have bonus rounds which can match online slots.

Bonus rounds can confuse some new players, so we thought we’d describe them here so that this How to Play Slot Machines for Beginners piece is complete.

First, you should note that you can always find out what bonus rounds and special features a game has by viewing the paytable.

As the above screenshot shows, you can see which slot machine bonus games the game has built into it. You can also see how to trigger each one. One of the best things to do when you’re learning how to play slot machines is to study game paytables.

Some of the best slot machine bonus rounds are:

Free Spins – You’ll get a predetermined number of free spins. Sometimes you’ll be given a multiplier which boosts your wins, for example by 3x or more.

Bonus Wheels – The name explains it all, really. A wheel will spin, and you’ll win cash prizes, free spins, and access to other special rounds and features.

Picking Rounds – You’ll see a number of items on the screen and will need to pick some of them to win cash payouts. Sometimes progressive jackpots are built into picking rounds.

Secrets to Winning on Slot Machines

If we knew how to win jackpots on slot machines every time, we’d be too busy sunning ourselves in the Bahamas to write this guide for you.

However, while we can’t tell you how to win every time, we can show you a few slot machine tricks which will help you win more often. This is knowledge we’ve gained over decades, so take it in and make sure you understand it before choosing which game to play.

  1. Manage your bankroll effectively. This is probably the number one trick to winning slots more often. Don’t get carried away and don’t chase losses. Decide how much you’re willing to lose beforehand, and only increase the size of your bets when you’re playing with ‘house money.’
  2. Check how volatile the game is. Some games go for long dry spells and then pay big wins, or lots of big wins, suddenly. These are high volatility slots. Some pay smaller amounts more frequently. These are low volatility slots. Your strategy on how to play slot machines should be determined in part by the game’s volatility.
  3. Investigate the bonus rounds. If one free spins round has a 2x multiplier while another has an 8x multiplier, it makes sense to play the one with the bigger potential. Take your time to look at the paytables and see what’s in store.
  4. Understand that you can’t cheat. There are lots of articles online titled ‘How to cheat at slots’ and other variants of this. They’re all BS. Save yourself the time and money wasted with these systems. Random number generators determine game outcomes. There are no patterns, and slot cheat codes don’t work. Period.
  5. Pick high RTP slots. Each slot is programmed to pay a certain percentage of all bets back to players. You’re better off playing a slot with a 98% RTP than one which pays 92%.

How to Play Slot Machines for Dummies – Common Questions

Q. How are slot machines programmed?

Random number generators control slots payouts. These are advanced mathematical programs which spit out billions of numbers per second. Some of these numbers will instruct the slot to pay. Just hope you’re playing when a winning number is generated.

Q. Are slot machines rigged?

There are some dishonest casinos which run rigged slot machines. However, the vast majority of them are legit and fair. Stick with our approved casinos to avoid getting cheated. The games at them are powered by world-class slots software companies like Playtech and Microgaming.

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What is a progressive jackpot?

Progressive jackpots can pay out multi-millions. Every bet made on a progressive jackpot slot at every casino which offers it contributes to the progressive jackpot. This network effect leads to massive jackpots, some of which can be truly life-changing. You can win them randomly, or for landing a specific combo of symbols, or in special bonus rounds. when you’re learning how to play slot machines, these jackpots can be tempting, but you should be aware that these games almost always have a higher RTP than regular slots.

Q. What are free spins bonuses?

Free Slot Games

Some casinos choose to give new players free spins on slots for making a deposit. For example, you might get 10 free spins for making a £10 deposit.

Free spins bonuses are not the same as the free spins bonus rounds built into games. Special symbols trigger these features within the game. They offer a number of free spins at no additional cost.

That about wraps up our How to Play Slot Machines for Beginners guide. If you’ve enjoyed it and are ready to try some free slots for yourself, check out our free slot games page now. After a few spins on those, you’ll fully understand all of the concepts you’ve learned about here.

Machine Learning In Slot Games Free Online Games

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