Games like Sunflower

You and the agent alternate turns, clicking to pluck 1, 2, or 3 petals. After your turn, tap the flower's center for the agent's turn. If you click the last petal, you lose. Reinforcement learning and how it works Sunflower is inspired by the classic game of 21. Players count up in increments of 1, 2, or 3, and whoever reaches 21 first loses. You'll face off against a reinforcement learning agent …

Introduction Nim is a strategic game where players take turns removing objects from distinct heaps, aiming to avoid taking the last object. The origins of the game can be traced back to ancient China, and it has been played in various forms for over two thousand years. In this version of Nim, there are three piles, each filled with a random number of tokens. On your turn, you have to remove one or…

Reinforcement Learning and how it works The tic-tac-toe agent uses reinforcement learning to improve its gameplay. Each turn, it examines the board's state and decides where to place its token (either O or X). It decides where to play its token by looking at a table of values. In the table, each state and possible action (token placement) will have a value ranging from -1 to 1. During play, the ag…

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…

This is the forth entry in my series of Unity for AI Education. Code is available for this and all other projects on my GitHub (username MLivanos), released under an MIT license.  Explore the inner workings of the Q-Learning algorithm for blackjack, a classic casino game where two players receive a hand of two cards and the goal is to get a value of 21 without going over. Aces count as either 1 or…

About Tower Of Hanoi is a mathematical puzzle that involves moving a stack of disks from one peg to another, following certain rules. You can only move one disk at a time, and you can't place a larger disk on top of a smaller one. Your goal is to move the entire tower from the first peg to the middle peg, following the set rules. The Reinforcement Learning Agent If you click the "Agent solve" butt…

Take Ten: Match Numbers is a single-player puzzle game where players match pairs of numbers to clear the board in an addictive and challenging experience. While it serves as a great time killer, the gameplay is often disrupted by excessive advertisements and numerous bugs, which can affect overall enjoyment. Despite these issues, fans of number puzzles may find it engaging.

"BlackJack by Murka: 21 Classic" is a free, popular Blackjack game played with millions of users worldwide. The objective is to get as close to 21 points as possible without going over, facing off against the dealer. Players can hit or stand after the initial deal, and the winner is determined by having a higher hand value than the dealer, or the dealer going over 21.

"Solitaire Play - Card Klondike" is a free, classic patience card game where the goal is to sort cards by suit in ascending order. The game features 52 cards, 4 suits, and a deck of cards in a random order. Cards can be placed over each other in descending order and of an opposite color. The game offers a challenging and exciting experience, with soothing gameplay on mobile phones and tablets.

"Classic Solitaire" is a casual card game with good graphics that stays true to the original. It is described as "The CLASSIC Card Game," and challenges players to solve traditional solitaire puzzles. However, some players may find the advertisements to be annoying. Overall, it's a solid choice for solitaire fans looking for a faithful adaptation with modern visuals.