The lecture notes for my discrete mathematics classes.
Combinatorial Game Theory toolkit
Ludology is a Python package for combinatorial game theory.
Rust software for solving impartial games.
basic nim simulator for all you Sprague-Grundy stans. will mostly always win against you, unless you know how to draw.
Solve any sequential game.
Standalone C++23 solver and interactive CLI for undirected vertex geography using exact matching-based evaluation.
A coding project for Math 480 Combinatorial Game Theory (Spring 2024) exploring the relationship between AI and combinatorial game theory. Specifically, I will study the game Toads and Frogs by implementing a DQN reinforcement learning algorithm from scratch.
A Deep Reinforcement Learning environment using generalized tic-tac-toe.
A Hackenbush Web Game. Play against the computer or with a friend. Choose between the Normal or Misère version. Design your own games and play them.
Deep Search: 150 MCTS simulations per move explores thousands of positions Pattern Learning: Policy network learns winning move sequences Forced Captures: Properly implements mandatory jump rules King Awareness: Values promotions and king positioning Multi-jump Sequences: Handles complex capture chains Center Control: Mimics grandmaster position.
Complete Chess Implementation Gardner's 5x5 Minichess - Full chess rules on a 5x5 board All 6 piece types: King, Queen, Rook, Bishop, Knight, Pawn Proper move generation including: Pawn promotion (to Q/R/B/N) Special pawn captures Check/checkmate detection Stalemate handling.
Comprehensive Qwirkle RL agent application. We'll use Monte Carlo Tree Search (MCTS) combined with Q-Learning - the best approaches for tile-placement games with high branching factors.
This contains the code for our paper: Domineering games with minimal number of moves.
Classic Nim Rules - 3 customizable piles, take any number from one pile per turn, last to take loses Q-Learning Agents - Two independent agents that learn optimal strategy through self-play
Grundy values computed in several programming languages
Combinatorial Games on Integer Partitions
Formalization of Misère Combinatorial Game Theory
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