Games like Racing AI - a machine learning demonstration

95%Game Brain Score

Most mentioned positive aspects:humor, replayability

Most mentioned negative aspects:gameplay, optimization

95% User Score Based on 173 reviews

AI Learns To Drive is a sandbox where you build and train your own AI to drive a racing car. It uses a simple feed-forward neural network, trained with evolutionary algorithms. Edit AI & Vehicle Build the network: set layers and neurons. Choose its inputs: vision rays, speed, acceleration, wheel angle, and many more. Choose its outputs: steering, throttle, brakes, battery boost. Pick a… If you enjoyed this game, see our list of games similar to AI Learns To Drive.

What is this project? This is a dabble in programming my own AI from scratch without any libraries, just looking up information and doing my own research about the foundations of how neural networks function. Everything is written in C# and made in Unity. I originally made this project in December 2024 and never bothered to publish it until now.  The web version almost certainly WON'T run when … If you enjoyed this game, see our list of games similar to Run, Agent, Run!.

About In this simulation, I train an agent to balance a ball that is launched onto a platform, avoiding the machinery below for 15 seconds. Despite the task appearing straightforward, it presents a couple of new challenges that haven't been in my previous agents. This agent uses Q-Learning with linear function approximation and  tile coding to handle the state space. You can take control of the pl… If you enjoyed this game, see our list of games similar to Balancing a ball: Ai.

There are fish swimming in the aquarium. Each fish has the following innate parameters: 1) The maximum number of health points. Determines the maximum size of the fish. 2) Protection. Determines the strength of its scales. The higher the defense, the less damage the fish receives when attacking it, but the heavier the scales. 3) Attack power. Determines how much damage the fish does in one bite. T… If you enjoyed this game, see our list of games similar to CruelFish.

Evol Games Discord  https://discord.gg/xUCjsfPTelegram https://t.me/evolgamesCheck out the sequel: Polysporia II.  Polysporia is an evolution game that simulates microbial life. All organisms are randomly generated along with their movements and evolutions. You will never have the same game more than once. A wide variety of settings lets you tweak the game to your liking. Organisms compete for sur… If you enjoyed this game, see our list of games similar to Polysporia: Swarming Evolution Simulator.

CHESS PLAYING ARTIFICIAL INTELLIGENCE PREFACE In 1999 I researched chess playing ANNs (artificial neural networks) and found nothing, no-one had attempted it, and many said it wasn't possible. It was early days for ANNs. So I designed one myself - "Octavius". Back then I was using a computer with a Pentium 166MHz and 32Mb RAM. It was slow going! ANN training is very time consuming. In the time tha… If you enjoyed this game, see our list of games similar to Octavius.

Evol Games Discord  https://discord.gg/xUCjsfPTelegram https://t.me/evolgamesGame Music: https://thenortherndivide.bandcamp.com/This is the sequel to the first version. Polysporia II is a swarming evolution simulator that simulates microbial life. Each organism fights for survival and reproduction. Mutations occur and alter genetic lines for better or worse. This is a fast-paced simulation, so you… If you enjoyed this game, see our list of games similar to Polysporia II.

NeuraQuarium simulates a basic aquatic environment populated by AI creatures. Watch them evolve and change through chance, or take a hand in their evolution by molding the environment, mixing in saved critters, or directly altering their neural net brains. Check out this showcase: Evolution in Action The first creatures that spawn will have randomized physiology and  neural nets. Those that succ… If you enjoyed this game, see our list of games similar to NeuraQuarium.

41%Game Brain Score

Most mentioned positive aspects:story, music

Most mentioned negative aspects:gameplay, graphics

70% User Score Based on 10 reviews

Starlight: Defence Command is a Tower Defence game designed for the PC that is tough and more in-depth than those gone before. With the ability to configure towers in billions of possible combinations, unlockable perks and fine tuning through target priorities, players are given powerful tools to complete the galaxy-spanning, story-driven campaign. If you enjoyed this game, see our list of games similar to Starlight: Defence Command.

84%Game Brain Score

Most mentioned positive aspects:story

Most mentioned negative aspects:graphics, gameplay

84% User Score Based on 335 reviews

Gridworld is an artificial life / evolution simulator in which abstract virtual creatures compete for food and struggle for survival. Conditions in this two-dimensional ecosystem are right for evolution to occur through natural selection. If you enjoyed this game, see our list of games similar to Gridworld.

Production Inc. is a 2D puzzle game where you can make a production line to manufacture objects in any shape you want. You will be running a factory whilst trying not to go bankrupt. At the end of the week you will have to pay the debt. If you enjoyed this game, see our list of games similar to Production Inc..

Corewar is played between two programs written in Redcode, a low-level language similar to assembly. Players write a program to eliminate all opponents in the memory (core) of the virtual computer.   The "sandbox" goal of Corewar is to write code that will cause your opponent code to terminate. Like any Zachlike-games, this game features a set of missions with incremental difficulty for you to sol… If you enjoyed this game, see our list of games similar to Corewar.

This is a football team simulation. You can see a team of wobbly limbed players learn to play football before your own eyes by evolution.W A S D - Move around. Z X - Zoom in or out. R - Simplified rendering Short Tutorial When you open the game, you see the setup of your team. Select the grab tool in the top left corner to grab players and put them in the desired position on the field. With the … If you enjoyed this game, see our list of games similar to Football Evo.

Evol Games Discord  https://discord.gg/xUCjsfPTelegram https://t.me/evolgamesEvolpedal 3D is a walking evolution simulator where human-like lifeforms learn to walk by any means necessary. This is based on my other game, Evolpedal, but differs in that this uses a humanoid model to animate and is 3D. The structure of the human does not change by default, so it must learn to walk by evolving its mov… If you enjoyed this game, see our list of games similar to Evolpedal 3D: Walking Evolution Simulation.

[Game introduction]"Zombie Hunter-Survivor" is a Roguelike casual game with the theme of hunting zombies in a doomsday environment. The initial character has only one ballistic trajectory, and the attack attribute is not very good. Choose a Buff to strengthen the character in each level of customs clearance, match your own skill combination route, from weak to invincible! The monsters in… If you enjoyed this game, see our list of games similar to Zombie Hunter.

DRIFT HAVOC  Overview DRIFT HAVOC is an intense arcade-style driving game where you pilot a neon-powered vehicle through an endless gauntlet of deadly obstacles. Master the art of drifting to survive the chaos, rack up insane combo multipliers, and compete for the highest score. With its retro-cyberpunk aesthetic, dynamic sound effects, and physics-based drifting mechanics, Drift Havoc delivers… If you enjoyed this game, see our list of games similar to DRIFT HAVOC.

Mighty Math is a mind bending fusion of arcade survival and brain training all in one. Anyone can pick it up and play. It starts with a simple premise, collect a required set of numbers before all numbers run out to survive each round. As you collect numbers you will change the player value. You must maintain a player value between 0 and 9. If you go over or under this value range you will be inst… If you enjoyed this game, see our list of games similar to Mighty Math.

--= CASSETTE 10 =-- System Requirements: Sinclair ZX Spectrum 48k/+/128k/+2/+3/Next  Written by Matthew Begg for the 2026 BASIC 10-Liner Competition (EXTREME-256 category) Licence: CC BY-SA 4.0 Players: 1 --= INTRODUCTION =-- 10 games. 10 lines. 1 homage. In 1983, CASSETTE 50 filled a whole tape with questionable code and grand promises. In 2026, we’ve mastered the squeeze. CASSETTE 10 ta… If you enjoyed this game, see our list of games similar to Cassette 10 (Sinclair ZX Spectrum) by Matthew Begg.

80%Game Brain Score

Most mentioned positive aspects:gameplay, music

Most mentioned negative aspects:grinding, graphics

80% User Score Based on 330 reviews

Collect fruits colors Upgrade the Skill Tree Features: Skill Tree with a variety of upgrades Multiple collectables with different effects Challenges (& Hard Mode) number go up If you enjoyed this game, see our list of games similar to Snakecremental.

71%Game Brain Score

Most mentioned positive aspects:gameplay, humor

Most mentioned negative aspects:graphics, story

71% User Score Based on 56 reviews

Jumping is back! If you enjoyed this game, see our list of games similar to Barro 2024.

93%Game Brain Score

Most mentioned positive aspects:monetization, humor

Most mentioned negative aspects:graphics, optimization

93% User Score Based on 1,932 reviews

RPG Simple Dice is the most easy to use dice roller app for tabletop RPG games. If you enjoyed this game, see our list of games similar to RPG Simple Dice.

63%Game Brain Score

Most mentioned positive aspects:graphics

Most mentioned negative aspects:music

76% User Score Based on 34 reviews

MahJong generates random tile arrangements that gives you infinite game possibilities for this Chinese-inspired favorite. If you enjoyed this game, see our list of games similar to MahJong.

Take a party of adventurers on a series of quests.  Each quest has its own boss and deck of events, that will appear in random order. Each event has groups of targets that need to be filled by your adventurers that are represented by dice.  Each target has specific requirements including what type of weapon it can be damaged by.  Any targets or groups of targets not filled at the end of each turn … If you enjoyed this game, see our list of games similar to Dicebound Quests: Heroes of Dice.

Welcome to Random Unstable Matter Acquisition, R.U.M.A where you have been selected to pioneer our latest technology in deep space resource collection. Of course, you won't be alone, your trusty R.U.M.A.D will be on hand to help see you through. Oh, and one last tip, don't forget to not breath! If you enjoyed this game, see our list of games similar to R.U.M.A.

A Blackjack Roguelike in the Underworld: Bet Your Soul to Win ReincarnationStoryYou awaken in an underworld gambling hall, moments away from having your soul devoured by Ammit. Just as all hope seems lost, you are offered a final bargain: Survive twelve hours until dawn by continuously offering chips as tribute, and you may earn a chance at reincarnation. With the clock ticking and your soul on t… If you enjoyed this game, see our list of games similar to ReSoul:Jack.

This is an experimental AI project of Reinforcement Learning applied to a platformer styled game. In Frog Jump play either as a human or let a bot learn how to win a level. You can customize the settings of the simulation and neural network to guide your bot learning process. (RL w NN + GA) How it works? In AI mode, a simulation with N bots will start each one with an internal neural network… If you enjoyed this game, see our list of games similar to Frog Jump AI.

This game was the subject of the final annual project for my Computer Science Bachelor's Degree, which I worked on with two teammates. Time constraints prevented us from completing the game as we would have liked, so please forgive the unfinished aspect of the game. The Computer Science program is not a video game development course. Therefore, this project was a challenge and our first concret… If you enjoyed this game, see our list of games similar to Jetpack Dinoride.

Good news! You've been hired to premiere the S.S.M.D., or the Six Sided Mining Dice.  Your job is to make your way deep into a mine-shaft, collecting ores and killing rogue robots along the way. To deal with the rocks and hostile machinery, you've been given seven weapons, though they have their 'quirks' due to being untested. You'll only be able to use three weapons every two floors and on the t… If you enjoyed this game, see our list of games similar to Mining for a Good Roll.

Overview As with most tower games available, towers with various weapon types are placed on the terrain to destroy the targets that creep along a select path before they reach the goal. There are only 5 turret types currently available: Laser - shoots at both ground and air targets Flak - shoots at only air targets Flame - shoots at only ground targetsMissile - shoots air and ground, … If you enjoyed this game, see our list of games similar to AI Defender.

CHARLIE is training his music brain to compose sequences. Move him around with the arrow keys and interact with Z and X. Open the pause menu with RETURN. When he starts the machine for the first time, it will make a random sound or maybe nothing at all. To hear the sound of this brain again he can press the green PLAY button in the upper left. To reward the machine for playing something sort o… If you enjoyed this game, see our list of games similar to CHARLIE.

View the stand-alone site here: www.andymakes.com/extras/combatgeneticsThis simulation attempts to create effective spaceship shooter AI using a genetic algorithm. The game itself is roughly based on Combat for the Atari 2600. When it starts, all ships are created with a completely randomized set of rules that govern their behavior. Once all of the ships in a given generation get a chance to comp… If you enjoyed this game, see our list of games similar to Combat Genetics.

Zombie's Cool is a growth-type shooting action game in which you have to mop up zombies that frequently pop up in town while searching for the root of the zombie virus. If you enjoyed this game, see our list of games similar to Zombie's Cool.

89%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:music, grinding

89% User Score Based on 200 reviews

Mineral Defense is a unique blend of tower defense and roguelite gameplay, where the strategic possibilities are endless! Shape the battlefield by unlocking tiles and crafting the ultimate path. Plan intersections and bottlenecks to funnel enemies in the most efficient way. Fight Unique Enemies!Use combinations of towers and abilities to defeat enemies! There are many damaging and support to… If you enjoyed this game, see our list of games similar to Mineral Defense.

64%Game Brain Score

Most mentioned positive aspects:monetization, gameplay

Most mentioned negative aspects:grinding, music

64% User Score Based on 980 reviews

Minimalist Incremental Clicker: Upgrade, Prestige, Repeat = Progress ! If you enjoyed this game, see our list of games similar to Idle Game 1.

78%Game Brain Score

Most mentioned positive aspects:humor, gameplay

Most mentioned negative aspects:stability, monetization

78% User Score Based on 1,260 reviews

Create creatures and let them evolve to see how they master various tasks. If you enjoyed this game, see our list of games similar to Evolution.

--= BARCODE BATTLE =-- System Requirements: Sinclair ZX Spectrum 48k/+/128k/+2/+3/Next  Written by Matthew Begg for the 2025 BASIC 10-Liner Competition (EXTREME-256 category) Licence: CC BY-SA 4.0 Players: 0, 1 or 2 --= INTRODUCTION =-- The BARCODIANS have arrived!  These enigmatic beings, disguised as barcodes on everyday products, possess incredible abilities. Now, it's your turn to harn… If you enjoyed this game, see our list of games similar to Barcode Battle (ZX Spectrum) by Matthew Begg.

90%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:grinding, story

90% User Score Based on 1,033 reviews

Become a martial arts master in this survivor-like roguelite inspired by action movies of the ‘80s. Use your fists, feet, and the environment to fight off relentless thugs. Master powerful combos, enhance your skills, and remember: everything around you is a weapon! If you enjoyed this game, see our list of games similar to Karate Survivor.

Turbo Sprint is based on the classic arcade game Super Sprint. The game features 8 tracks that range in difficulty, up to four players can take control of either a Blue, Red, Yellow or Green car. Cars that are not controlled by players are computer controlled. When all 8 tracks have been completed the game loops back to the first track but the difficulty is increased with various obstacles and inc… If you enjoyed this game, see our list of games similar to Turbo Sprint.

78%Game Brain Score

Most mentioned positive aspects:music, gameplay

Most mentioned negative aspects:story, monetization

78% User Score Based on 691 reviews

Dodge! Shoot! Go faster! Break the sound barrier in this unbelievably fast game and go straight for the first place in the leaderboard of Barrier X! If you enjoyed this game, see our list of games similar to BARRIER X.

78%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:optimization, stability

78% User Score Based on 522 reviews

Grow and modify an ecosystem, with simulated evolution by natural selection creating the lifeforms that inhabit it. All the creatures in the trailer evolved on their own in the game. None were hand-edited! If you enjoyed this game, see our list of games similar to Ecosystem.

82%Game Brain Score

Most mentioned positive aspects:music, gameplay

Most mentioned negative aspects:grinding, optimization

82% User Score Based on 170 reviews

Beltex is a casual factory game played on a hex map. Extract numbers. Combine them using mathematical operations. Deliver them using belts across a huge map. Unlock new buildings and upgrades. If you enjoyed this game, see our list of games similar to Beltex.

Galaxy Pilot is a game inspired by various arcade classics from the 1980s, serving as a personal tribute to the 1984 arcade game "StarForce"  The game features 25 main levels spread across 8 galaxies, each with 5 challenging stages and 3 difficulty modes. Players can acquire multiple weapons and uncover hidden bonuses, all while navigating through the levels using either a top-down or an isometri… If you enjoyed this game, see our list of games similar to Galaxy Pilot.

53%Game Brain Score

Most mentioned negative aspects:gameplay, graphics

67% User Score Based on 30 reviews

Territory is an isometric 2D real-time single-player strategy about genes and animal species. Animals are behaving the way they would in nature, but you can indirectly control them and mutate them to achieve various goals.Game Highlights Evolve: update genes to change behavior of your species Eat: animals need to eat food to survive, define what food they can eat Reproduce: increase your popu… If you enjoyed this game, see our list of games similar to Territory: Animals Genetic Strategy.

50%Game Brain Score

Most mentioned positive aspects:graphics, gameplay

Most mentioned negative aspects:optimization, music

50% User Score Based on 164 reviews

Intelligent Design: An Evolutionary Sandbox is an abstract god game with fully simulated genetics and evolution. In a universe driven by targets, create, design and try to control an evolving ecosystem for a faceless corporation. If you enjoyed this game, see our list of games similar to Intelligent Design: An Evolutionary Sandbox.

69%Game Brain Score

Most mentioned positive aspects:gameplay, story

Most mentioned negative aspects:graphics, optimization

92% User Score Based on 26 reviews

"Once upon a time, there was a family of 4 who lived in a log cabin by the mines. Everything was cool. But one day somebody left the door open and all their pets ran away! This is the story of how they got them back." If you enjoyed this game, see our list of games similar to Weebish Mines.

### Game Overview **Zombie Survival 3D is a fast-paced 3D zombie survival shooting game. In the dark post apocalyptic world, you will face a tide of zombie threats. By choosing different professions, upgrading weapon skills, and building defense facilities, you can survive in endless zombie waves and challenge your survival limits! ### ⚔️ core gameplay **Wave survival system** -Faced with… If you enjoyed this game, see our list of games similar to Zombie Survival: Interaction Edition.

                                       ————Fight! Be your own hero!————                      ————Growth! From a rookie to one hitting ten!———— 1. Cool Combo, Sufficient Feedback For Striking Each character's acts have been carefully arranged, with almost no useless acts; Each action is carefully designed to ensure practicality while also balancing handsomeness; There are four categories of en… If you enjoyed this game, see our list of games similar to No Afraid Of Battle.

50%Game Brain Score

Most mentioned negative aspects:gameplay

100% User Score Based on 1 reviews

Sharpen your mental math and logic skills with this new and unique number game! Seqitaire combines math, pattern-matching, and card-draw mechanics of Solitaire to bring you a fresh gaming experience. Game Play:Add, subtract, multiply, or divide using number tiles in a tile grid to produce the specified number. Be wary of what tiles you select though, as each tile is associated with a suit: dia… If you enjoyed this game, see our list of games similar to Seqitaire.

HUD Overview (Top Bars) Paid ( Paid Bills ) – “K” Tracks the total number of bills you’ve successfully paid off during your current run. As you “shoot” incoming bill icons ( or ), this counter increases by 1 for each bill eliminated. Month ( Current Wave ) – “W” Indicates which month (wave) you’re surviving. Every time you pay off a set number of bills (28 × current month), … If you enjoyed this game, see our list of games similar to Household Financial War.

Tractor Racers is a single-player racing and challenge-based game where players take control of powerful tractors and compete across 12 unique challenges, each designed to test driving skill, balance, speed, and strategy. If you enjoyed this game, see our list of games similar to Tractor Racers.