tjwei / 2048-NN
A Deep Learning AI for 2048 (2048:94.15%, 4096:78.48%, 8192: 34.5% 16384: 0.177%)
☆149Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for 2048-NN
- An OpenAI-gym-like environment for Little Fighter 2☆100Updated 3 years ago
- Reinforcement Learning in Keras on VizDoom☆146Updated 7 years ago
- Codes of our team for the OpenAI Retro Contest of reinforcement learning☆99Updated 6 years ago
- This is the code for "How Does DeepMind's AlphaGo Zero Work?" Siraj Raval on Youtube☆122Updated 7 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Updated 6 years ago
- Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.☆66Updated 6 years ago
- 2048 Reinforcement Learning☆50Updated 6 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆91Updated 7 years ago
- This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube☆162Updated 6 years ago
- Using Keras and Deep Q-Network to Play FlappyBird☆436Updated 5 years ago
- Python Implementations of Dynamic Programming, Sorting, etc☆25Updated 8 years ago
- Neural Networks For Playing Pong☆77Updated 8 years ago
- Gym - 32 levels of original Super Mario Bros☆285Updated 5 years ago
- Deep Q Learning via Pytorch☆86Updated 6 years ago
- Applying the deep learning techniques from Alpha Go to play tic-tac-toe☆163Updated 7 years ago
- This package allows to use PLE as a gym environment.☆72Updated 4 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆159Updated 4 years ago
- random search, hill climbing, policy gradient☆140Updated 6 years ago
- An RL implementation in Keras☆101Updated 6 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆160Updated 7 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆135Updated 7 months ago
- A PyTorch implementation of Rainbow DQN agent☆165Updated 6 years ago
- Collection of Deep Reinforcement Learning algorithms☆297Updated 5 years ago
- C51-DDQN in Keras☆125Updated 7 years ago
- Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning☆209Updated 6 years ago
- Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conferen…☆274Updated 4 years ago
- A reinforcement learning framework☆154Updated 5 years ago
- Solving the Rubik's cube with deep reinforcement learning and Monte Carlo tree search☆95Updated 5 years ago
- Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning☆140Updated 7 years ago
- PyTorch implementation of "Asynchronous advantage actor-critic"☆21Updated 6 years ago