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32 search results found

Papers ⭐ 2,239

Summaries of machine learning papers

Muzero General ⭐ 2,203

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Action Branching Agents ⭐ 90

(AAAI 2018) Action Branching Architectures for Deep Reinforcement Learning

Deepqlearning.jl ⭐ 66

Implementation of the Deep Q-learning algorithm to solve MDPs

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

The is a research project I am working on :)

SANNet Neural Network Framework

Deeplearningflappyfrog ⭐ 16

Flappy Frog hack using Deep Reinforcement Learning (Deep Q-learning). 暴力膜蛤不可取。

Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

Paper Survey ⭐ 15

Recurrent Js ⭐ 14

[INACTIVE] Amazingly simple to build and train various neural networks. The library is an object-oriented neural network approach (baked with Typescript), containing stateless and stateful neural network architectures.

Snake Reinforcement Dnn ⭐ 12

Developing a deep neural network to play a snake game

Dqn4wirelesscontrol ⭐ 12

Python Q learning implementations and application examples in wireless networks

Rl_overview_note ⭐ 12

Note: "Deep Reinforcement Learning: An Overview"

Unrealgo ⭐ 11

c++ implementation of alphagozero

Deep Briscola ⭐ 11

Tensorflow Deep Reinforcement Learning agents playing Briscola card game

Dqn Flappy Bird ⭐ 10

🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning

Flappybird_dqn_with_target_network ⭐ 9

DQN with freezing target network in tensorflow on pygame FlappyBird

Distr A3c ⭐ 8

A3C training over cluster using distributed TensorFlow

eve-mli: making learning interesting

Deep Learning ⭐ 7

Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, soc

Deep Q Network Ataribreakoutgame ⭐ 7

Playing Atari Breakout Game with Reinforcement Learning (DQN , Deep Q Learning)

Hybridalpha ⭐ 7

HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

A generic, easy to use, and keras-compatible deep RL framework

Dqn_flappy_bird ⭐ 5

Using deep Q-networks to train an agent to play flappy bird.

Reinforcement Learning ⭐ 5

Implementation and Notes of different Reinforcement Learning Algorithms

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

Deep Q Network Using Tensorflow ⭐ 5

This repository contains Deep Q-Networks and Double DQN implementation in tensorflow for Open AI Gym environments.

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