RL from scratch v1.3 Reinforcement Learning from Scratch Part 1: Finding the Optimal Policy of an Environment Fully Defined within a Python Notebook¶ Solving an Example Task of Throwing PaperContinue reading
Category: 2018 Posts
RL from Scratch Part 1.2: Finding the Optimal Policy 1
RL from scratch v1.2 Reinforcement Learning from Scratch Part 1: Finding the Optimal Policy of an Environment Fully Defined within a Python Notebook¶ Solving an Example Task of Throwing PaperContinue reading
RL from Scratch Part 1.1: Defining the Environment
RL from scratch v1.1 Reinforcement Learning from Scratch Part 1: Finding the Optimal Policy of an Environment Fully Defined within a Python Notebook¶ Solving an Example Task of Throwing PaperContinue reading
Building a Back to Uni/School Budget Computer for the First Time
Building a computer from scratch has long an ambition of mine but I was apprehensive due to my lack of knowledge when it comes to computer hardware. Instead, I haveContinue reading
LoL AI Model Part 3: Final Output
LoLModel_Part3 AI in Video Games: Improving Decision Making in League of Legends using Real Match Statistics and Personal Preferences¶ Part 3: Introducing Personal Preferences and Concept of Final Output¶ MotivationsContinue reading
A simple Method for Tracking Code Progress in Python Notebooks
For a while now, I have often felt left in the dark when it comes to the progress of my code cells in notebooks. Therefore I wanted to find aContinue reading
Reinforcement Learning for Real Life Planning Problems
Originally posted to Medium on 20/05/2018. Reinforcement Learning for Real Life Planning Problems Recently, I have published some examples where I have created Reinforcement Learning models for some real lifeContinue reading
Tourism of the UK to/from US Analysis
Just a quick visualisation I put together to compare the number of tourists coming into and leaving to UK from/to the US against the exchange rate for USD and GDP.Continue reading
UK Divorce and Marriage Visual Analysis
Using publicly available data from ONS I analysed interesting trends the number of marriages and divorces in the past century. These are some of the more interesting trends I foundContinue reading
Building a Reinforcement Learning Model from Scratch to Plan a Meal based on Real Costs and Personal Preferences: Part 1
Reinforcement Learning for Meal Planning based on Meeting a Set Budget and Personal Preferences¶ Aim¶ When food shopping, there are many different products for the same ingredient to choose fromContinue reading