aistrych Goto Github PK

followers: 16.0 following: 29.0 repos: 66.0 gists: 0.0

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aistrych's Projects

a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

associative_lstm

LSTM with associative memory cells (http://arxiv.org/abs/1602.03032)

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

async_deep_reinforce-1

A3C implementation which trains an agent for a small MDP.

asynchronous-methods-for-deep-reinforcement-learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

bcoin

Javascript bitcoin library for node.js and browsers

bisq

The decentralized bitcoin exchange network

bitcore-p2p

Interface to the bitcoin P2P network for bitcore

blackcoin-newer

Original Blackcoin QT wallet

blockcore

Open source .NET Core Bitcoin based blockchain node in C#

breadwallet-android

android SPV bitcoin wallet

breadwallet-core

SPV bitcoin C library

btcpayserver

A cross platform, self-hosted server compatible with Bitpay API

connect

:link: A platform for easy integration of TREZOR into 3rd party services

copay

Copay is a secure Bitcoin and Bitcoin Cash wallet platform for both desktop and mobile devices.

cudadtw

GPU-Suite

darqn

Deep Attention Recurrent Q-Network

deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.