Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

Solving the Rubik's cube with deep reinforcement learning and Monte Carlo tree search

Rubik's Cube solver using reinforcement learning

Solving a Rubik's Cube and 15 Puzzle using the Deep Reinforcement Learning and Search

Solving Rubik's Cube with Deep Reinforcement Learning, A* and visualize with PyQt5.

Implementation of an RL based agent, which utilizes Q-Learning to develop a policy for effectively solving a 3x3x3 rubiks cube

Using Deep Reinforcement Learning, a computer program learns how to solve the Rubik's Cube, the world's most popular toy.

Applying Imagination-Augmented Agents for Deep Reinforcement Learning to the Rubik's Cube

Reinforcement Learning program that looks to be able to quickly learn to solve a Rubik's Cube

Using Deep Reinforcement Learning and Search for the Rubik's cube

Implementation of DeepCube paper that solves the Rubik's Cube using Deep Reinforcement Learning

Solve the Rubik's Cube with Reinforcement Learning

A Rubik's cube solver utilizing Deep Reinforcement Learning

Reinforcement learning agent that solves a 2x2 Rubik's cube

No description available

This repository showcases a group project from the STAT3007/7007 course at the University of Queensland. My primary contribution was implementing the REINFORCE algorithm and fine-tuning the hyperparameters to optimize performance and identify the most effective solving strategies.

Using Reinforcement Learning to solve a Rubik's Cube

Trying to use Reinforcement Learning to train a neural network solving a Rubik's Cube.

Deep Reinforcement Learning Rubiks Cube Visualizer and Solver

Reinforcement learning implementation to solve a Rubiks cube

Just another Rubiks Cube project with reinforcement learning

An Reinforcement Learning Agent That Solves NxNxN Rubiks Cubes

Python program to solve Rubik's Cube using Reinforcement Learning.

In this project, i have used a reinforcement learning AI to solve rubiks cubes

A Python/Keras demonstation of rubik cube solving with reinforcement learning.

AI-Cube is a project using RL (reinforcement learning) method to solve a 2x2 Rubik's Cube.

Leveraged feature based reinforcement learning with linear function approximation to solve a 2x2x2 Rubik's cube

Deep Reinforcement Learning based Rubik’s Cube solver written in JAX, Haiku and RLax. Developed a custom environment supporting cubes of variable size. Currently developing support for DQN, QR-DQN and PPO.

Implementation of an RL based agent, which utilizes Q-Learning to develop a policy for effectively solving a 3x3x3 rubiks cube

No description available