• Stars
    star
    159
  • Rank 235,916 (Top 5 %)
  • Language
    Python
  • License
    MIT License
  • Created over 7 years ago
  • Updated almost 5 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

Policy Gradient

Minimal implementation of Stochastic Policy Gradient Algorithm in Keras

Pong Agent

pg

This PG agent seems to get more frequent wins after about 8000 episodes. Below is the score graph.

score

More Repositories

1

algorithms

Minimal examples of data structures and algorithms in Python
Python
24,009
star
2

awesome-nlp

πŸ“– A curated list of resources dedicated to Natural Language Processing (NLP)
16,576
star
3

awesome-bits

πŸ’» A curated list of awesome bitwise operations and tricks
3,047
star
4

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Python
1,276
star
5

seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
Python
688
star
6

deepstock

Technical experimentations to beat the stock market using deep learning πŸ“ˆ
Python
469
star
7

3-min-pytorch

<νŽ­κ·„λΈŒλ‘œμ˜ 3λΆ„ λ”₯λŸ¬λ‹, νŒŒμ΄ν† μΉ˜λ§›> 예제 μ½”λ“œ
Jupyter Notebook
208
star
8

pointer-networks

Pointer Networks Implementation in Keras
Python
152
star
9

pytorch-exercises

Pytorch exercises
Jupyter Notebook
95
star
10

speed

Learning To Predict Vehicle Speed From A Video
87
star
11

data-engineering

Jupyter Notebook
79
star
12

CodeGAN

[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks :octocat:
Python
77
star
13

keras-text-classification

Text classification using Convolutional Neural Networks (CNN)
36
star
14

deeptravel

πŸš— Solving Traveling Salesman Problem (TSP) using Deep Learning
Python
32
star
15

deep-nlp

[In-Progress] Mini implementations of deep learning algorithms for natural language processing in PyTorch
Jupyter Notebook
29
star
16

intro-to-blockchain

Introduction To Building Blockchain And Cryptocurrency In JavaScript
JavaScript
24
star
17

text-wgan

Improved Training of Wasserstein GANs for Text Generation
Python
22
star
18

Seq2Seq-Tensorflow

[In-Progress] Tensorflow implementation of Sequence to Sequence Learning with Neural Networks
Python
17
star
19

encdec

Basic RNN Encoder Decoder in Tensorflow
Python
16
star
20

NMT

[In-Progress] A command-line tool for Neural Machine Translation in Python & Tensorflow
Python
15
star
21

deep-api

deep learning algorithm web api services using tensorflow, flask, react and redux
JavaScript
15
star
22

keon.github.io

😎 personal blog
HTML
12
star
23

deepsort

Deep Learning the Sorting Algorithm
Python
11
star
24

cpp-pytorch

C++ PyTorch Examples
C++
10
star
25

modori

πŸ’¬ Natural Language Processing Web API Using Python Flask and Konlpy
HTML
9
star
26

seq2seq-wgan

Improved Training of Wasserstein GANs for Neural Machine Translation
Python
9
star
27

keras-autocomplete

Autocompleting the code using Basic LSTM
Python
9
star
28

language-model

RNN Language Modeling with PyTorch
Python
8
star
29

sentiment

Python
7
star
30

synapse

πŸ’₯ An easy-to-use JavaScript neural network library
JavaScript
7
star
31

intro-to-dapp

5
star
32

houston

πŸš€ rocket base program using Arduino + Node.js + Socket.io
HTML
5
star
33

pytorch-rwa

[In-Progress] Recurrent Weighted Average Implementation in Pytorch
Jupyter Notebook
4
star
34

text-classification

Python
3
star
35

foresight

TypeScript
3
star
36

nlp

nlp stuff
Python
3
star
37

goblinhipsters

JavaScript
2
star
38

cg

Computer Graphics
JavaScript
2
star
39

neuralnet

A simple neural net in C++
C++
2
star
40

doremi.fm

🎼 [UNMAINTAINED] doremi.fm prelaunch page
JavaScript
2
star
41

feedbee

JavaScript
1
star
42

SSB-Gang

Solidity
1
star
43

docs

MDX
1
star
44

advnlp

Python
1
star
45

terminal

JavaScript
1
star
46

cppalgorithms

Minimal C++ Data Structures and Algorithms for Reference
C++
1
star