Anubhav-Bhargava/Coval-Unspecified-Ml-Blockchain

Circuits of Value (http://cov.al) + Unspecified (http://unspecified.life)

Blockchain and Machine Learning Collaboration

Unspecified LLC:

Applying Machine learning and Ai towards the optimization of software delivery.

Circuits of Value:

Framework for a new internet that’s distributed, decentralized and trustless. Turning traditional crypto currency models inside out and bridging the decide between utility and revolutionary.

Machine Learning technologies

Python
Gym
Universe
World of Bits

Blockchain technologies

NodeJS
Ethereum
Test RPC
Coval-Solidity

Executive Summary

Using Test RPC We create a light weight ethereum emulator to deploy smart contracts into.

We next deploy the ClickButton Contract using the Coval-Solidity Deployment CLI Tool

We then start the REST server from the CLI allowing interaction with the deployed contracts.

Next (having previously set up a working gym environment we run click.py)

Click.py loads the wob.mini.ClickButton-v0 environment to begin training a model to be able to click the button requested.

Each iteration of a task records the PointerEvent's within ethereum storage for later retrieval and and historical purposes.

Click.py communicates with the contract via REST over http here: http://127.0.0.1:4333/v1/Example/ClickButton/SaveEvent/exec?args=roundId,eventId,x,y,mask

How to run locally

Install Ethereum testrpc in one terminal npm install -g ethereumjs-testrpc
Run testrpc (terminal 1) testrpc

Install Coval Solidity npm install
Deploy scenario "example" (terminal 2) npm start

- Launch REST server from tools menu after deploying contract - Alternatively run from terminal `npm run web`

Install gym and universe pip install gym universe
Launch click.py (terminal 3) python click.py

Anubhav-Bhargava / Coval-Unspecified-Ml-Blockchain