This article introduces four classic games—2048, Snake, Tetris, and LianLianKan—explaining their design principles, gameplay mechanics, and providing complete Python source code using Pygame and Tkinter, suitable for learners with basic Python and game programming knowledge.
This article provides step-by-step tutorials and complete Python Pygame source code for implementing four classic games—2048, Snake, Tetris, and LianLianKan—explaining game mechanics, design principles, and code structure to help Python developers build and understand these interactive applications.
This article provides step‑by‑step Python tutorials for creating classic games—including 2048, Snake, Tetris, and LianLianKan—detailing design principles, core logic, and complete source code using Pygame and Tkinter for learners with basic Python and game‑programming knowledge.
This article walks through using reinforcement learning with a Deep Q‑Network in PyTorch to train an AI agent that plays the 2048 puzzle game, covering environment setup, algorithm implementation, network design, and a short training run that achieves a score of 256.
This article explains how to apply the Expectimax search algorithm to the 2048 puzzle game, detailing the game mechanics, problem formulation, scoring heuristics, pseudocode, and performance optimizations to choose the best move at each step despite the game's randomness.
This article details a series of reinforcement‑learning experiments on the 2048 game, from random baselines through DQN implementations, classical value‑iteration methods, network redesigns, and Monte‑Carlo tree search, highlighting challenges such as reward design, over‑estimation, and exploration while achieving scores up to 34 000 and tiles of 2048.
This article walks through the full implementation of a console‑based 2048 game in Python, covering the main game loop, movement logic using matrix operations, random tile generation, score handling, board rendering with curses, and the initialization process, all illustrated with code snippets and diagrams.
The author recounts how a simple web‑based 2048 clone unexpectedly went viral, the pressures of sudden fame, the ethical dilemmas of monetizing an open‑source game, and the technical process of turning it into a PhoneGap‑based mobile app while reflecting on personal growth.
