tanchongmin Goto Github PK

2048

AI to solve the 2048 game

arc-challenge

attackordefend

Attack or Defend Card Game.

brick-buster

A simple block destruction puzzle solving game! Expedition (**NEW**): The newest and hardest mode yet. Navigate through the surface of Mars by giving commands to your rover through puzzles. Make sure that you have enough moves left to journey through the arduous journey of 100km. Oh, and did I mention to constantly upgrade your powerups? [NOTE: If you can win this mode, you are seriously good.] Puzzle: Comes with a standard set of 30 handcrafted levels meant to challenge the avid player. Practice: Play a random puzzle with options for you to select the amount of difficulty for UNLIMITED REPLAYABILITY! Have fun!

bttt

Brick Tic Tac Toe Environment and AlphaZero

deep_learning

added all materials

dropnet

DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)

eggsweeper

EggSweeper practice for Mousehunt

equation-solver

Equation Solver

foodrecipes

google-research

Google Research

hippocampal-replay

This notebook contains the 4 (+2 bonus) agents used in the paper "Using Hippocampal Replay to Consolidate Experiences in Memory-Augmented Reinforcement Learning" - Random - TD (bonus) - Q-Learning (bonus) - Go-Explore - Go-Explore-Count - Explore-Count It contains the 2 discrete state environments used - Unwalled Maze - Walled Maze

hungry-hippo

Repo for NUS GDG Level 1 Game - Hungry Hippos

learning-fast-and-slow

Implementation of a goal-directed, memory-based Reinforcement Learning agent

machine_learning

For Machine Learning algorithms (non deep-learning)

modulo

Experiments on Neural Network Learning the Modulo function

monkeyjump

reinforcement_learning

For my reinforcement learning fun and interactive stuff

rpg_monte_carlo

Monte Carlo method for difficulty tuning on turn-based RPGs

shawn-adventure

strictjson

A Strict JSON Framework for LLM Outputs

symbolicaitutorial

tensorflow-implementations